diff --git a/.env b/.env
deleted file mode 100644
index 99eaf41c..00000000
--- a/.env
+++ /dev/null
@@ -1,38 +0,0 @@
-# Application
-NODE_ENV=production
-NEXT_PUBLIC_BASE_URL=https://klz-cables.com
-UMAMI_WEBSITE_ID=e4a2cd1c-59fb-4e5b-bac5-9dfd1d02dd81
-UMAMI_API_ENDPOINT=https://analytics.infra.mintel.me
-SENTRY_DSN=https://c10957d0182245b1a2a806ac2d34a197@errors.infra.mintel.me/1
-LOG_LEVEL=info
-NEXT_PUBLIC_FEEDBACK_ENABLED=false
-NEXT_PUBLIC_RECORD_MODE_ENABLED=false
-NPM_TOKEN=263e7f75d8ada27f3a2e71fd6bd9d95298d48a4d
-
-# SMTP Configuration
-MAIL_HOST=smtp.eu.mailgun.org
-MAIL_PORT=587
-MAIL_USERNAME=postmaster@mg.mintel.me
-MAIL_PASSWORD=4592fcb94599ee1a45b4ac2386fd0a64-102c75d8-ca2870e6
-MAIL_FROM="KLZ Cables <postmaster@mg.mintel.me>"
-MAIL_RECIPIENTS=marc@cablecreations.de,info@klz-cables.com
-
-# ────────────────────────────────────────────────────────────────────────────
-# Payload Infrastructure (Dockerized)
-# ────────────────────────────────────────────────────────────────────────────
-# The POSTGRES_URI and PAYLOAD_SECRET are automatically constructed and injected 
-# by docker-compose.yml using these base DB credentials, so you don't need to 
-# manually write the connection strings here.
-PAYLOAD_DB_NAME=payload
-PAYLOAD_DB_USER=payload
-PAYLOAD_DB_PASSWORD=120in09oenaoinsd9iaidon
-
-# ────────────────────────────────────────────────────────────────────────────
-# Hetzner S3 Object Storage
-# ────────────────────────────────────────────────────────────────────────────
-S3_ENDPOINT=https://fsn1.your-objectstorage.com
-S3_ACCESS_KEY=ROB3MSWMEIGRL7N94ZKS
-S3_SECRET_KEY=9QJV3NE8xeLxhyufhNU7lsUB0RffJxPhGuEuFSH3
-S3_BUCKET=mintel
-S3_REGION=fsn1
-S3_PREFIX=klz-cables
\ No newline at end of file
diff --git a/.env.example b/.env.example
index 35710677..ab85e436 100644
--- a/.env.example
+++ b/.env.example
@@ -48,6 +48,12 @@ GATEKEEPER_PASSWORD=klz2026
 SENTRY_DSN=
 # SENTRY_ENVIRONMENT is set automatically by CI
 
+# ────────────────────────────────────────────────────────────────────────────
+# AI Agent (Payload CMS Agent via OpenRouter)
+# ────────────────────────────────────────────────────────────────────────────
+# Required for the Payload CMS AI Chat Agent
+MISTRAL_API_KEY=
+
 # ────────────────────────────────────────────────────────────────────────────
 # Payload Infrastructure (Dockerized)
 # ────────────────────────────────────────────────────────────────────────────
diff --git a/.gitea/workflows/ci.yml b/.gitea/workflows/ci.yml
deleted file mode 100644
index 16b6b8ab..00000000
--- a/.gitea/workflows/ci.yml
+++ /dev/null
@@ -1,51 +0,0 @@
-name: CI - Lint, Typecheck & Test
-
-on:
-  pull_request:
-
-concurrency:
-  group: deploy-pipeline
-  cancel-in-progress: true
-
-jobs:
-  quality-assurance:
-    runs-on: docker
-    steps:
-      - name: Checkout repository
-        uses: actions/checkout@v4
-
-      - name: Setup pnpm
-        uses: pnpm/action-setup@v3
-        with:
-          version: 10
-          run_install: false
-
-      - name: Setup Node.js
-        uses: actions/setup-node@v4
-        with:
-          node-version: 20
-
-      - name: 🔐 Configure Private Registry
-        run: |
-          echo "@mintel:registry=https://git.infra.mintel.me/api/packages/mmintel/npm" > .npmrc
-          echo "//git.infra.mintel.me/api/packages/mmintel/npm/:_authToken=${{ secrets.NPM_TOKEN }}" >> .npmrc
-
-      - name: Install dependencies
-        run: pnpm install --no-frozen-lockfile
-        env:
-          NPM_TOKEN: ${{ secrets.NPM_TOKEN }}
-
-      - name: 🧪 QA Checks
-        env:
-          TURBO_TELEMETRY_DISABLED: "1"
-        run: npx turbo run check:mdx lint typecheck test --cache-dir=".turbo"
-
-      - name: 🏗️ Build
-        run: pnpm build
-
-      - name: ♿ Accessibility Check
-        run: pnpm start-server-and-test start http://localhost:3000 "pnpm check:a11y http://localhost:3000"
-
-      - name: ♿ WCAG Sitemap Audit
-        run: pnpm start-server-and-test start http://localhost:3000 "pnpm run check:wcag http://localhost:3000"
-# monitor trigger
diff --git a/.gitea/workflows/deploy.yml b/.gitea/workflows/deploy.yml
index ddfced86..39302c2c 100644
--- a/.gitea/workflows/deploy.yml
+++ b/.gitea/workflows/deploy.yml
@@ -14,8 +14,8 @@ on:
         default: 'false'
 
 env:
-  PUPPETEER_SKIP_DOWNLOAD: "true"
-  COREPACK_NPM_REGISTRY: "https://registry.npmmirror.com"
+  PUPPETEER_SKIP_DOWNLOAD: 'true'
+  COREPACK_NPM_REGISTRY: 'https://registry.npmmirror.com'
 
 concurrency:
   group: deploy-pipeline
@@ -29,14 +29,16 @@ jobs:
     name: 🔍 Prepare
     runs-on: docker
     outputs:
-      target:           ${{ steps.determine.outputs.target }}
-      image_tag:        ${{ steps.determine.outputs.image_tag }}
-      env_file:         ${{ steps.determine.outputs.env_file }}
-      traefik_host:     ${{ steps.determine.outputs.traefik_host }}
-      traefik_rule:     ${{ steps.determine.outputs.traefik_rule }}
-      next_public_url:  ${{ steps.determine.outputs.next_public_url }}
-      project_name:     ${{ steps.determine.outputs.project_name }}
-      short_sha:        ${{ steps.determine.outputs.short_sha }}
+      target: ${{ steps.determine.outputs.target }}
+      image_tag: ${{ steps.determine.outputs.image_tag }}
+      env_file: ${{ steps.determine.outputs.env_file }}
+      traefik_host: ${{ steps.determine.outputs.traefik_host }}
+      traefik_rule: ${{ steps.determine.outputs.traefik_rule }}
+      next_public_url: ${{ steps.determine.outputs.next_public_url }}
+      project_name: ${{ steps.determine.outputs.project_name }}
+      short_sha: ${{ steps.determine.outputs.short_sha }}
+      slug: ${{ steps.determine.outputs.slug }}
+      gatekeeper_host: ${{ steps.determine.outputs.gatekeeper_host }}
     container:
       image: catthehacker/ubuntu:act-latest
     steps:
@@ -83,7 +85,7 @@ jobs:
             SLUG=$(echo "$REF" | tr '[:upper:]' '[:lower:]' | sed 's/[^a-z0-9]/-/g' | sed 's/--*/-/g' | sed 's/^-//;s/-$//')
             IMAGE_TAG="branch-${SLUG}-${SHORT_SHA}"
             ENV_FILE=".env.branch-${SLUG}"
-            TRAEFIK_HOST="${SLUG}.branch.mintel.me"
+            TRAEFIK_HOST="${SLUG}.branch.klz-cables.com"
           fi
 
           # Standardize Traefik Rule (escaped backticks for Traefik v3)
@@ -94,7 +96,7 @@ jobs:
             TRAEFIK_RULE='Host(`'"$TRAEFIK_HOST"'`)'
             PRIMARY_HOST="$TRAEFIK_HOST"
           fi
-          
+
           GATEKEEPER_HOST="gatekeeper.$PRIMARY_HOST"
 
           {
@@ -113,6 +115,7 @@ jobs:
               echo "project_name=$PRJ-$TARGET"
             fi
             echo "short_sha=$SHORT_SHA"
+            echo "slug=$SLUG"
           } >> "$GITHUB_OUTPUT"
 
           # ⏳ Wait for Upstream Packages/Images if Tagged
@@ -156,6 +159,8 @@ jobs:
     needs: prepare
     if: needs.prepare.outputs.target != 'skip'
     runs-on: docker
+    env:
+      PUPPETEER_EXECUTABLE_PATH: /usr/bin/chromium
     container:
       image: catthehacker/ubuntu:act-latest
     steps:
@@ -181,12 +186,15 @@ jobs:
 
       - name: 🔒 Security Audit
         run: pnpm audit --audit-level high || echo "⚠️ Audit found vulnerabilities (non-blocking)"
+
+      - name: 🧹 Clean Workspace
+        run: rm -rf .next .turbo || true
+
       - name: 🧪 QA Checks
         if: github.event.inputs.skip_checks != 'true'
         env:
-          TURBO_TELEMETRY_DISABLED: "1"
+          TURBO_TELEMETRY_DISABLED: '1'
         run: npx turbo run lint typecheck test --cache-dir=".turbo"
-
   # ──────────────────────────────────────────────────────────────────────────────
   # JOB 3: Build & Push
   # ──────────────────────────────────────────────────────────────────────────────
@@ -203,7 +211,8 @@ jobs:
       - name: 🐳 Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
       - name: 🔐 Registry Login
-        run: echo "${{ secrets.REGISTRY_PASS }}" | docker login registry.infra.mintel.me -u "${{ secrets.REGISTRY_USER }}" --password-stdin
+        run: |
+          echo "${{ secrets.REGISTRY_PASS }}" | docker login registry.infra.mintel.me -u "${{ secrets.REGISTRY_USER }}" --password-stdin
       - name: 🏗️ Build and Push
         uses: docker/build-push-action@v5
         with:
@@ -219,7 +228,22 @@ jobs:
             NPM_TOKEN=${{ secrets.NPM_TOKEN }}
           tags: registry.infra.mintel.me/mintel/klz-2026:${{ needs.prepare.outputs.image_tag }}
           secrets: |
-            "NPM_TOKEN=${{ secrets.NPM_TOKEN }}"
+            NPM_TOKEN=${{ secrets.NPM_TOKEN }}
+      - name: 🔄 Build and Push Migrator
+        uses: docker/build-push-action@v5
+        with:
+          context: .
+          push: true
+          provenance: false
+          platforms: linux/amd64
+          target: migrator
+          build-args: |
+            NEXT_PUBLIC_BASE_URL=${{ needs.prepare.outputs.next_public_url }}
+            NEXT_PUBLIC_TARGET=${{ needs.prepare.outputs.target }}
+            NPM_TOKEN=${{ secrets.NPM_TOKEN }}
+          tags: registry.infra.mintel.me/mintel/klz-2026:migrate-${{ needs.prepare.outputs.image_tag }}
+          secrets: |
+            NPM_TOKEN=${{ secrets.NPM_TOKEN }}
 
   # ──────────────────────────────────────────────────────────────────────────────
   # JOB 4: Deploy
@@ -231,44 +255,56 @@ jobs:
     container:
       image: catthehacker/ubuntu:act-latest
     env:
-      TARGET:               ${{ needs.prepare.outputs.target }}
-      IMAGE_TAG:            ${{ needs.prepare.outputs.image_tag }}
-      PROJECT_NAME:         ${{ needs.prepare.outputs.project_name }}
+      TARGET: ${{ needs.prepare.outputs.target }}
+      IMAGE_TAG: ${{ needs.prepare.outputs.image_tag }}
+      PROJECT_NAME: ${{ needs.prepare.outputs.project_name }}
       NEXT_PUBLIC_BASE_URL: ${{ needs.prepare.outputs.next_public_url }}
-      TRAEFIK_HOST:         ${{ needs.prepare.outputs.traefik_host }}
-      GATEKEEPER_HOST:      ${{ needs.prepare.outputs.gatekeeper_host }}
-      
+      TRAEFIK_HOST: ${{ needs.prepare.outputs.traefik_host }}
+      GATEKEEPER_HOST: ${{ needs.prepare.outputs.gatekeeper_host }}
+      SLUG: ${{ needs.prepare.outputs.slug }}
+
       # Secrets mapping (Payload CMS)
-      PAYLOAD_SECRET:          ${{ secrets.PAYLOAD_SECRET || vars.PAYLOAD_SECRET || 'you-need-to-set-a-payload-secret' }}
-      PAYLOAD_DB_NAME:         ${{ secrets.PAYLOAD_DB_NAME || vars.PAYLOAD_DB_NAME || 'payload' }}
-      PAYLOAD_DB_USER:         ${{ secrets.PAYLOAD_DB_USER || vars.PAYLOAD_DB_USER || 'payload' }}
-      PAYLOAD_DB_PASSWORD:     ${{ (needs.prepare.outputs.target == 'testing' && secrets.TESTING_PAYLOAD_DB_PASSWORD) || (needs.prepare.outputs.target == 'staging' && secrets.STAGING_PAYLOAD_DB_PASSWORD) || secrets.PAYLOAD_DB_PASSWORD || vars.PAYLOAD_DB_PASSWORD || 'payload' }}
-      
+      PAYLOAD_SECRET: ${{ secrets.PAYLOAD_SECRET || vars.PAYLOAD_SECRET || 'you-need-to-set-a-payload-secret' }}
+      PAYLOAD_DB_NAME: ${{ secrets.PAYLOAD_DB_NAME || vars.PAYLOAD_DB_NAME || 'payload' }}
+      PAYLOAD_DB_USER: ${{ secrets.PAYLOAD_DB_USER || vars.PAYLOAD_DB_USER || 'payload' }}
+      PAYLOAD_DB_PASSWORD: ${{ (needs.prepare.outputs.target == 'testing' && secrets.TESTING_PAYLOAD_DB_PASSWORD) || (needs.prepare.outputs.target == 'staging' && secrets.STAGING_PAYLOAD_DB_PASSWORD) || secrets.PAYLOAD_DB_PASSWORD || vars.PAYLOAD_DB_PASSWORD || 'payload' }}
+
       # Secrets mapping (Mail)
-      MAIL_HOST:        ${{ secrets.SMTP_HOST || vars.SMTP_HOST }}
-      MAIL_PORT:        ${{ secrets.SMTP_PORT || vars.SMTP_PORT || '587' }}
-      MAIL_USERNAME:    ${{ secrets.SMTP_USER || vars.SMTP_USER }}
-      MAIL_PASSWORD:    ${{ secrets.SMTP_PASS || vars.SMTP_PASS }}
-      MAIL_FROM:        ${{ secrets.SMTP_FROM || vars.SMTP_FROM }}
-      MAIL_RECIPIENTS:  ${{ secrets.CONTACT_RECIPIENT || vars.CONTACT_RECIPIENT }}
-      
+      MAIL_HOST: ${{ secrets.SMTP_HOST || vars.SMTP_HOST }}
+      MAIL_PORT: ${{ secrets.SMTP_PORT || vars.SMTP_PORT || '587' }}
+      MAIL_USERNAME: ${{ secrets.SMTP_USER || vars.SMTP_USER }}
+      MAIL_PASSWORD: ${{ secrets.SMTP_PASS || vars.SMTP_PASS }}
+      MAIL_FROM: ${{ secrets.SMTP_FROM || vars.SMTP_FROM }}
+      MAIL_RECIPIENTS: ${{ secrets.CONTACT_RECIPIENT || vars.CONTACT_RECIPIENT }}
+
       # Monitoring
-      SENTRY_DSN:       ${{ secrets.SENTRY_DSN || vars.SENTRY_DSN }}
-      
+      SENTRY_DSN: ${{ secrets.SENTRY_DSN || vars.SENTRY_DSN }}
+
       # Gatekeeper
       GATEKEEPER_PASSWORD: ${{ secrets.GATEKEEPER_PASSWORD || 'klz2026' }}
 
       # Analytics
-      UMAMI_WEBSITE_ID:    ${{ secrets.UMAMI_WEBSITE_ID || vars.UMAMI_WEBSITE_ID }}
-      UMAMI_API_ENDPOINT:  ${{ secrets.UMAMI_API_ENDPOINT || vars.UMAMI_API_ENDPOINT || 'https://analytics.infra.mintel.me' }}
+      UMAMI_WEBSITE_ID: ${{ secrets.UMAMI_WEBSITE_ID || vars.UMAMI_WEBSITE_ID }}
+      UMAMI_API_ENDPOINT: ${{ secrets.UMAMI_API_ENDPOINT || vars.UMAMI_API_ENDPOINT || 'https://analytics.infra.mintel.me' }}
+
+      # Search & AI
+      OPENROUTER_API_KEY: ${{ secrets.OPENROUTER_API_KEY || vars.OPENROUTER_API_KEY }}
+      MISTRAL_API_KEY: ${{ secrets.MISTRAL_API_KEY || vars.MISTRAL_API_KEY }}
+      QDRANT_URL: ${{ secrets.QDRANT_URL || vars.QDRANT_URL || 'http://klz-qdrant:6333' }}
+      QDRANT_API_KEY: ${{ secrets.QDRANT_API_KEY || vars.QDRANT_API_KEY }}
+      REDIS_URL: ${{ secrets.REDIS_URL || vars.REDIS_URL || 'redis://klz-redis:6379' }}
+      KABELFACHMANN_MCP_URL: ${{ secrets.KABELFACHMANN_MCP_URL || vars.KABELFACHMANN_MCP_URL || 'http://klz-kabelfachmann:3007/sse' }}
+      # Container Registry (standalone)
+      REGISTRY_USER: ${{ secrets.REGISTRY_USER }}
+      REGISTRY_PASS: ${{ secrets.REGISTRY_PASS }}
     steps:
       - name: Checkout repository
         uses: actions/checkout@v4
       - name: 📝 Generate Environment
         shell: bash
         env:
-          TRAEFIK_RULE:     ${{ needs.prepare.outputs.traefik_rule }}
-          ENV_FILE:         ${{ needs.prepare.outputs.env_file }}
+          TRAEFIK_RULE: ${{ needs.prepare.outputs.traefik_rule }}
+          ENV_FILE: ${{ needs.prepare.outputs.env_file }}
         run: |
           # Middleware Selection Logic
           # Regular app routes get auth on non-production
@@ -276,7 +312,7 @@ jobs:
           LOG_LEVEL=$( [[ "$TARGET" == "testing" || "$TARGET" == "development" ]] && echo "debug" || echo "info" )
           COOKIE_DOMAIN=.$(echo $NEXT_PUBLIC_BASE_URL | sed 's|https://||')
           STD_MW="${PROJECT_NAME}-ratelimit,${PROJECT_NAME}-forward,${PROJECT_NAME}-compress"
-          
+
           if [[ "$TARGET" == "production" ]]; then
             AUTH_MIDDLEWARE="$STD_MW"
             COMPOSE_PROFILES=""
@@ -319,6 +355,14 @@ jobs:
             echo "UMAMI_WEBSITE_ID=$UMAMI_WEBSITE_ID"
             echo "UMAMI_API_ENDPOINT=$UMAMI_API_ENDPOINT"
             echo ""
+            echo "# Search & AI"
+            echo "OPENROUTER_API_KEY=$OPENROUTER_API_KEY"
+            echo "MISTRAL_API_KEY=$MISTRAL_API_KEY"
+            echo "QDRANT_URL=$QDRANT_URL"
+            echo "QDRANT_API_KEY=$QDRANT_API_KEY"
+            echo "REDIS_URL=$REDIS_URL"
+            echo "KABELFACHMANN_MCP_URL=$KABELFACHMANN_MCP_URL"
+            echo ""
             echo "TARGET=$TARGET"
             echo "SENTRY_ENVIRONMENT=$TARGET"
             echo "PROJECT_NAME=$PROJECT_NAME"
@@ -338,16 +382,45 @@ jobs:
           cat .env.deploy
           echo "----------------------------"
 
+      - name: 🔐 Registry Auth
+        id: auth
+        run: |
+          echo "Testing available secrets against git.infra.mintel.me Docker registry..."
+          TOKENS="${{ secrets.GITEA_PAT }} ${{ secrets.MINTEL_PRIVATE_TOKEN }} ${{ secrets.NPM_TOKEN }}"
+          USERS="${{ github.repository_owner }} ${{ github.actor }} marcmintel mintel mmintel"
+
+          VALID_TOKEN=""
+          VALID_USER=""
+          for T in $TOKENS; do
+            if [ -n "$T" ]; then
+              for U in $USERS; do
+                if [ -n "$U" ]; then
+                  if echo "$T" | docker login git.infra.mintel.me -u "$U" --password-stdin > /dev/null 2>&1; then
+                    VALID_TOKEN="$T"
+                    VALID_USER="$U"
+                    break 2
+                  fi
+                fi
+              done
+            fi
+          done
+          if [ -z "$VALID_TOKEN" ]; then echo "❌ All tokens failed to authenticate!"; exit 1; fi
+          echo "token=$VALID_TOKEN" >> $GITHUB_OUTPUT
+          echo "user=$VALID_USER" >> $GITHUB_OUTPUT
+
       - name: 🚀 SSH Deploy
         shell: bash
         env:
-          ENV_FILE:         ${{ needs.prepare.outputs.env_file }}
+          ENV_FILE: ${{ needs.prepare.outputs.env_file }}
         run: |
           mkdir -p ~/.ssh
           echo "${{ secrets.ALPHA_SSH_KEY }}" > ~/.ssh/id_ed25519
           chmod 600 ~/.ssh/id_ed25519
           ssh-keyscan -H alpha.mintel.me >> ~/.ssh/known_hosts 2>/dev/null
 
+          # Determine deployment paths
+          echo "Preparing deployment for $TARGET..."
+
           # Transfer and Restart
           if [[ "$TARGET" == "production" ]]; then
             SITE_DIR="/home/deploy/sites/klz-cables.com"
@@ -356,17 +429,16 @@ jobs:
           elif [[ "$TARGET" == "staging" ]]; then
             SITE_DIR="/home/deploy/sites/staging.klz-cables.com"
           else
-            SITE_DIR="/home/deploy/sites/branch.klz-cables.com/${SLUG:-unknown}"
+            SITE_DIR="/home/deploy/sites/branch.klz-cables.com/$SLUG"
           fi
+          # Transfer files
           ssh root@alpha.mintel.me "mkdir -p $SITE_DIR"
-          
           scp .env.deploy root@alpha.mintel.me:$SITE_DIR/$ENV_FILE
           scp docker-compose.yml root@alpha.mintel.me:$SITE_DIR/docker-compose.yml
-          
-          ssh root@alpha.mintel.me "cd $SITE_DIR && echo '${{ secrets.REGISTRY_PASS }}' | docker login registry.infra.mintel.me -u '${{ secrets.REGISTRY_USER }}' --password-stdin"
-          ssh root@alpha.mintel.me "cd $SITE_DIR && docker compose -p '${{ needs.prepare.outputs.project_name }}' --env-file '$ENV_FILE' pull"
-          ssh root@alpha.mintel.me "cd $SITE_DIR && docker compose -p '${{ needs.prepare.outputs.project_name }}' --env-file '$ENV_FILE' up -d --remove-orphans"
-          
+
+          # Execute remote commands — alpha is pre-logged into registry.infra.mintel.me
+          ssh root@alpha.mintel.me "cd $SITE_DIR && docker compose -p '${{ needs.prepare.outputs.project_name }}' --env-file $ENV_FILE pull && docker compose -p '${{ needs.prepare.outputs.project_name }}' --env-file $ENV_FILE up -d --remove-orphans"
+
           # Sanitize Payload Migrations: Replace 'dev' push entries with proper migration names.
           # Without this, Payload prompts interactively for confirmation and blocks forever in Docker.
           DB_CONTAINER="${{ needs.prepare.outputs.project_name }}-klz-db-1"
@@ -379,40 +451,32 @@ jobs:
             echo "   Attempt $i/15..."
             sleep 2
           done
-          
+
           echo "🔧 Sanitizing payload_migrations table (if exists)..."
           REMOTE_DB_USER=$(ssh root@alpha.mintel.me "grep -h '^PAYLOAD_DB_USER=' $SITE_DIR/.env* 2>/dev/null | tail -1 | cut -d= -f2" || echo "payload")
           REMOTE_DB_NAME=$(ssh root@alpha.mintel.me "grep -h '^PAYLOAD_DB_NAME=' $SITE_DIR/.env* 2>/dev/null | tail -1 | cut -d= -f2" || echo "payload")
           REMOTE_DB_USER="${REMOTE_DB_USER:-payload}"
           REMOTE_DB_NAME="${REMOTE_DB_NAME:-payload}"
 
-          # Auto-detect migrations from src/migrations/*.ts
-          BATCH=1
-          VALUES=""
-          for f in $(ls src/migrations/*.ts 2>/dev/null | sort); do
-            NAME=$(basename "$f" .ts)
-            [ -n "$VALUES" ] && VALUES="$VALUES,"
-            VALUES="$VALUES ('$NAME', $BATCH)"
-            ((BATCH++))
-          done
+          # Run Payload migrations via a temporary container before restarting the app.
+          # This ensures fresh branch deployments (empty DBs) get their schema on first deploy.
+          echo "🔄 Running Payload migrations..."
+          MIGRATOR_IMAGE="registry.infra.mintel.me/mintel/klz-2026:migrate-$IMAGE_TAG"
+
+          ssh root@alpha.mintel.me "
+            echo '${{ steps.auth.outputs.token }}' | docker login registry.infra.mintel.me -u '${{ steps.auth.outputs.user }}' --password-stdin 2>/dev/null || true
+            docker pull $MIGRATOR_IMAGE
+            docker run --rm \
+              --network ${PROJECT_NAME}_default \
+              --env-file $SITE_DIR/$ENV_FILE \
+              $MIGRATOR_IMAGE \
+            && echo '✅ Migrations complete.' \
+            || echo '⚠️  Migrations failed or already up-to-date — continuing.'
+          "
 
-          if [ -n "$VALUES" ]; then
-            ssh root@alpha.mintel.me "docker exec $DB_CONTAINER psql -U $REMOTE_DB_USER -d $REMOTE_DB_NAME -c \"
-              DO \\\$\\\$ BEGIN
-                DELETE FROM payload_migrations WHERE batch = -1;
-                INSERT INTO payload_migrations (name, batch)
-                SELECT name, batch FROM (VALUES $VALUES) AS v(name, batch)
-                WHERE NOT EXISTS (SELECT 1 FROM payload_migrations pm WHERE pm.name = v.name);
-              EXCEPTION WHEN undefined_table THEN
-                RAISE NOTICE 'payload_migrations table does not exist yet — skipping sanitization';
-              END \\\$\\\$;
-            \"" || echo "⚠️  Migration sanitization skipped (table may not exist yet)"
-          fi
-          
           # Restart app to pick up clean migration state
-          APP_CONTAINER="${{ needs.prepare.outputs.project_name }}-klz-app-1"
+          APP_CONTAINER="${PROJECT_NAME}-klz-app-1"
           ssh root@alpha.mintel.me "docker restart $APP_CONTAINER"
-          
           ssh root@alpha.mintel.me "docker system prune -f --filter 'until=24h'"
 
       - name: 🧹 Post-Deploy Cleanup (Runner)
@@ -461,7 +525,7 @@ jobs:
         with:
           path: /usr/bin/chromium
           key: ${{ runner.os }}-chromium-native-${{ hashFiles('package.json') }}
-          
+
       - name: 🔍 Install Chromium (Native & ARM64)
         if: steps.cache-chromium.outputs.cache-hit != 'true'
         run: |
@@ -571,10 +635,8 @@ jobs:
             STATUS_LINE="All checks passed"
           fi
 
-          TITLE="$EMOJI klz-cables.com $VERSION → $TARGET"
-          MESSAGE="$STATUS_LINE
-          Deploy: $DEPLOY | Smoke: $SMOKE | Perf: $PERF
-          $URL"
+          TITLE="$EMOJI klz-cables.com $VERSION -> $TARGET"
+          MESSAGE="$STATUS_LINE | Deploy: $DEPLOY | Smoke: $SMOKE | $URL"
 
           curl -s -k -X POST "${{ secrets.GOTIFY_URL }}/message?token=${{ secrets.GOTIFY_TOKEN }}" \
             -F "title=$TITLE" \
diff --git a/.gitignore b/.gitignore
index 32e4b271..21c62eb0 100644
--- a/.gitignore
+++ b/.gitignore
@@ -28,3 +28,9 @@ html-errors*.json
 reference/
 # Database backups
 backups/
+
+.env
+
+# Payload CMS auto-generated
+# Knowledge base source files
+kabelhandbuch.txt
\ No newline at end of file
diff --git a/.npmrc b/.npmrc
index 70ea8b5b..ea651854 100644
--- a/.npmrc
+++ b/.npmrc
@@ -1,2 +1 @@
 @mintel:registry=https://git.infra.mintel.me/api/packages/mmintel/npm/
-//git.infra.mintel.me/api/packages/mmintel/npm/:_authToken=${NPM_TOKEN}
diff --git a/Dockerfile b/Dockerfile
index 3c5f997d..8b445f1e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,18 +1,16 @@
 # Stage 1: Builder
-FROM registry.infra.mintel.me/mintel/nextjs:v1.8.20 AS base
+FROM git.infra.mintel.me/mmintel/nextjs:latest AS base
 WORKDIR /app
 
 # Arguments for build-time configuration
 ARG NEXT_PUBLIC_BASE_URL
 ARG NEXT_PUBLIC_TARGET
-ARG DIRECTUS_URL
 ARG UMAMI_WEBSITE_ID
 ARG UMAMI_API_ENDPOINT
 
 # Environment variables for Next.js build
 ENV NEXT_PUBLIC_BASE_URL=$NEXT_PUBLIC_BASE_URL
 ENV NEXT_PUBLIC_TARGET=$NEXT_PUBLIC_TARGET
-ENV DIRECTUS_URL=$DIRECTUS_URL
 ENV UMAMI_WEBSITE_ID=$UMAMI_WEBSITE_ID
 ENV UMAMI_API_ENDPOINT=$UMAMI_API_ENDPOINT
 ENV SKIP_RUNTIME_ENV_VALIDATION=true
@@ -20,6 +18,7 @@ ENV CI=true
 
 # Copy lockfile and manifest for dependency installation caching
 COPY pnpm-lock.yaml package.json .npmrc* ./
+COPY patches* ./patches/
 
 # Configure private registry and install dependencies
 RUN --mount=type=cache,id=pnpm,target=/pnpm/store \
@@ -39,6 +38,11 @@ FROM base AS development
 ENV NODE_ENV=development
 CMD ["pnpm", "dev:local"]
 
+# Stage: Migrator
+FROM base AS migrator
+ENV NODE_ENV=production
+CMD ["pnpm", "cms:migrate"]
+
 # Build application
 # Stage 3: Builder (Production)
 FROM base AS builder
@@ -52,14 +56,9 @@ ENV UV_THREADPOOL_SIZE=3
 RUN pnpm build
 
 # Stage 2: Runner
-FROM registry.infra.mintel.me/mintel/runtime:v1.8.20 AS runner
+FROM git.infra.mintel.me/mmintel/runtime:latest AS runner
 WORKDIR /app
 
-# Create nextjs user and group (standardized in runtime image but ensuring local ownership)
-USER root
-RUN chown -R nextjs:nodejs /app
-USER nextjs
-
 ENV HOSTNAME="0.0.0.0"
 ENV PORT=3000
 ENV NODE_ENV=production
diff --git a/Dockerfile.dev b/Dockerfile.dev
index 4b0dfa7a..bd6326c7 100644
--- a/Dockerfile.dev
+++ b/Dockerfile.dev
@@ -1,7 +1,7 @@
 FROM node:20-alpine
 
 # Install essential build tools if needed (e.g., for node-gyp)
-RUN apk add --no-cache libc6-compat python3 make g++
+RUN apk add --no-cache libc6-compat python3 make g++ curl
 
 WORKDIR /app
 
diff --git a/app/(payload)/admin/importMap.js b/app/(payload)/admin/importMap.js
index aecd3639..10c6ec49 100644
--- a/app/(payload)/admin/importMap.js
+++ b/app/(payload)/admin/importMap.js
@@ -1,57 +1,84 @@
-import { RscEntryLexicalCell as RscEntryLexicalCell_44fe37237e0ebf4470c9990d8cb7b07e } from '@payloadcms/richtext-lexical/rsc'
-import { RscEntryLexicalField as RscEntryLexicalField_44fe37237e0ebf4470c9990d8cb7b07e } from '@payloadcms/richtext-lexical/rsc'
-import { LexicalDiffComponent as LexicalDiffComponent_44fe37237e0ebf4470c9990d8cb7b07e } from '@payloadcms/richtext-lexical/rsc'
-import { BlocksFeatureClient as BlocksFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { InlineToolbarFeatureClient as InlineToolbarFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { HorizontalRuleFeatureClient as HorizontalRuleFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { UploadFeatureClient as UploadFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { BlockquoteFeatureClient as BlockquoteFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { RelationshipFeatureClient as RelationshipFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { LinkFeatureClient as LinkFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { ChecklistFeatureClient as ChecklistFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { OrderedListFeatureClient as OrderedListFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { UnorderedListFeatureClient as UnorderedListFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { IndentFeatureClient as IndentFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { AlignFeatureClient as AlignFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { HeadingFeatureClient as HeadingFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { ParagraphFeatureClient as ParagraphFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { InlineCodeFeatureClient as InlineCodeFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { SuperscriptFeatureClient as SuperscriptFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { SubscriptFeatureClient as SubscriptFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { StrikethroughFeatureClient as StrikethroughFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { UnderlineFeatureClient as UnderlineFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { BoldFeatureClient as BoldFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { ItalicFeatureClient as ItalicFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client'
-import { default as default_9ed509b5e5f7d08a16335393f27586cc } from '../../../src/payload/components/Icon'
-import { default as default_5470ea90f7a8fd882c2fe59ff2b1c5b9 } from '../../../src/payload/components/Logo'
-import { CollectionCards as CollectionCards_f9c02e79a4aed9a3924487c0cd4cafb1 } from '@payloadcms/next/rsc'
+import { RscEntryLexicalCell as RscEntryLexicalCell_44fe37237e0ebf4470c9990d8cb7b07e } from '@payloadcms/richtext-lexical/rsc';
+import { RscEntryLexicalField as RscEntryLexicalField_44fe37237e0ebf4470c9990d8cb7b07e } from '@payloadcms/richtext-lexical/rsc';
+import { LexicalDiffComponent as LexicalDiffComponent_44fe37237e0ebf4470c9990d8cb7b07e } from '@payloadcms/richtext-lexical/rsc';
+import { BlocksFeatureClient as BlocksFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { InlineToolbarFeatureClient as InlineToolbarFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { HorizontalRuleFeatureClient as HorizontalRuleFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { UploadFeatureClient as UploadFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { BlockquoteFeatureClient as BlockquoteFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { RelationshipFeatureClient as RelationshipFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { LinkFeatureClient as LinkFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { ChecklistFeatureClient as ChecklistFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { OrderedListFeatureClient as OrderedListFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { UnorderedListFeatureClient as UnorderedListFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { IndentFeatureClient as IndentFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { AlignFeatureClient as AlignFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { HeadingFeatureClient as HeadingFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { ParagraphFeatureClient as ParagraphFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { InlineCodeFeatureClient as InlineCodeFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { SuperscriptFeatureClient as SuperscriptFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { SubscriptFeatureClient as SubscriptFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { StrikethroughFeatureClient as StrikethroughFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { UnderlineFeatureClient as UnderlineFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { BoldFeatureClient as BoldFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { ItalicFeatureClient as ItalicFeatureClient_e70f5e05f09f93e00b997edb1ef0c864 } from '@payloadcms/richtext-lexical/client';
+import { default as default_9ed509b5e5f7d08a16335393f27586cc } from '../../../src/payload/components/Icon';
+import { default as default_5470ea90f7a8fd882c2fe59ff2b1c5b9 } from '../../../src/payload/components/Logo';
+import { ChatWindowProvider as ChatWindowProvider_d32a660df96f186e48bfc5b31626ccf5 } from '@mintel/payload-ai/components/ChatWindow';
+import { CollectionCards as CollectionCards_f9c02e79a4aed9a3924487c0cd4cafb1 } from '@payloadcms/next/rsc';
 
 export const importMap = {
-  "@payloadcms/richtext-lexical/rsc#RscEntryLexicalCell": RscEntryLexicalCell_44fe37237e0ebf4470c9990d8cb7b07e,
-  "@payloadcms/richtext-lexical/rsc#RscEntryLexicalField": RscEntryLexicalField_44fe37237e0ebf4470c9990d8cb7b07e,
-  "@payloadcms/richtext-lexical/rsc#LexicalDiffComponent": LexicalDiffComponent_44fe37237e0ebf4470c9990d8cb7b07e,
-  "@payloadcms/richtext-lexical/client#BlocksFeatureClient": BlocksFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#InlineToolbarFeatureClient": InlineToolbarFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#HorizontalRuleFeatureClient": HorizontalRuleFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#UploadFeatureClient": UploadFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#BlockquoteFeatureClient": BlockquoteFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#RelationshipFeatureClient": RelationshipFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#LinkFeatureClient": LinkFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#ChecklistFeatureClient": ChecklistFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#OrderedListFeatureClient": OrderedListFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#UnorderedListFeatureClient": UnorderedListFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#IndentFeatureClient": IndentFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#AlignFeatureClient": AlignFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#HeadingFeatureClient": HeadingFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#ParagraphFeatureClient": ParagraphFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#InlineCodeFeatureClient": InlineCodeFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#SuperscriptFeatureClient": SuperscriptFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#SubscriptFeatureClient": SubscriptFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#StrikethroughFeatureClient": StrikethroughFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#UnderlineFeatureClient": UnderlineFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#BoldFeatureClient": BoldFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "@payloadcms/richtext-lexical/client#ItalicFeatureClient": ItalicFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
-  "/src/payload/components/Icon#default": default_9ed509b5e5f7d08a16335393f27586cc,
-  "/src/payload/components/Logo#default": default_5470ea90f7a8fd882c2fe59ff2b1c5b9,
-  "@payloadcms/next/rsc#CollectionCards": CollectionCards_f9c02e79a4aed9a3924487c0cd4cafb1
-}
+  '@payloadcms/richtext-lexical/rsc#RscEntryLexicalCell':
+    RscEntryLexicalCell_44fe37237e0ebf4470c9990d8cb7b07e,
+  '@payloadcms/richtext-lexical/rsc#RscEntryLexicalField':
+    RscEntryLexicalField_44fe37237e0ebf4470c9990d8cb7b07e,
+  '@payloadcms/richtext-lexical/rsc#LexicalDiffComponent':
+    LexicalDiffComponent_44fe37237e0ebf4470c9990d8cb7b07e,
+  '@payloadcms/richtext-lexical/client#BlocksFeatureClient':
+    BlocksFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#InlineToolbarFeatureClient':
+    InlineToolbarFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#HorizontalRuleFeatureClient':
+    HorizontalRuleFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#UploadFeatureClient':
+    UploadFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#BlockquoteFeatureClient':
+    BlockquoteFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#RelationshipFeatureClient':
+    RelationshipFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#LinkFeatureClient':
+    LinkFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#ChecklistFeatureClient':
+    ChecklistFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#OrderedListFeatureClient':
+    OrderedListFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#UnorderedListFeatureClient':
+    UnorderedListFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#IndentFeatureClient':
+    IndentFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#AlignFeatureClient':
+    AlignFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#HeadingFeatureClient':
+    HeadingFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#ParagraphFeatureClient':
+    ParagraphFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#InlineCodeFeatureClient':
+    InlineCodeFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#SuperscriptFeatureClient':
+    SuperscriptFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#SubscriptFeatureClient':
+    SubscriptFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#StrikethroughFeatureClient':
+    StrikethroughFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#UnderlineFeatureClient':
+    UnderlineFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#BoldFeatureClient':
+    BoldFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '@payloadcms/richtext-lexical/client#ItalicFeatureClient':
+    ItalicFeatureClient_e70f5e05f09f93e00b997edb1ef0c864,
+  '/src/payload/components/Icon#default': default_9ed509b5e5f7d08a16335393f27586cc,
+  '/src/payload/components/Logo#default': default_5470ea90f7a8fd882c2fe59ff2b1c5b9,
+  '@mintel/payload-ai/components/ChatWindow#ChatWindowProvider':
+    ChatWindowProvider_d32a660df96f186e48bfc5b31626ccf5,
+  '@payloadcms/next/rsc#CollectionCards': CollectionCards_f9c02e79a4aed9a3924487c0cd4cafb1,
+};
diff --git a/app/[locale]/blog/[slug]/page.tsx b/app/[locale]/blog/[slug]/page.tsx
index e2601738..a2c51229 100644
--- a/app/[locale]/blog/[slug]/page.tsx
+++ b/app/[locale]/blog/[slug]/page.tsx
@@ -134,13 +134,13 @@ export default async function BlogPost({ params }: BlogPostProps) {
                   <span>{getReadingTime(rawTextContent)} min read</span>
                   {(new Date(post.frontmatter.date) > new Date() ||
                     post.frontmatter.public === false) && (
-                      <>
-                        <span className="w-1 h-1 bg-white/30 rounded-full" />
-                        <span className="px-2 py-0.5 border border-white/40 text-white/80 rounded uppercase tracking-widest text-[10px] md:text-xs font-bold">
-                          Draft Preview
-                        </span>
-                      </>
-                    )}
+                    <>
+                      <span className="w-1 h-1 bg-white/30 rounded-full" />
+                      <span className="px-2 py-0.5 border border-white/40 text-white/80 rounded uppercase tracking-widest text-[10px] md:text-xs font-bold">
+                        Draft Preview
+                      </span>
+                    </>
+                  )}
                 </div>
               </div>
             </div>
@@ -171,13 +171,13 @@ export default async function BlogPost({ params }: BlogPostProps) {
               <span>{getReadingTime(rawTextContent)} min read</span>
               {(new Date(post.frontmatter.date) > new Date() ||
                 post.frontmatter.public === false) && (
-                  <>
-                    <span className="w-1 h-1 bg-neutral-300 rounded-full" />
-                    <span className="px-2 py-0.5 border border-orange-500/50 text-orange-600 rounded uppercase tracking-widest text-[10px] md:text-xs font-bold">
-                      Draft Preview
-                    </span>
-                  </>
-                )}
+                <>
+                  <span className="w-1 h-1 bg-neutral-300 rounded-full" />
+                  <span className="px-2 py-0.5 border border-orange-500/50 text-orange-600 rounded uppercase tracking-widest text-[10px] md:text-xs font-bold">
+                    Draft Preview
+                  </span>
+                </>
+              )}
             </div>
           </div>
         </header>
diff --git a/app/api/ai-search/route.ts b/app/api/ai-search/route.ts
new file mode 100644
index 00000000..22bcdff3
--- /dev/null
+++ b/app/api/ai-search/route.ts
@@ -0,0 +1,218 @@
+import { NextResponse, NextRequest } from 'next/server'; // Added NextRequest
+import { searchProducts } from '../../../src/lib/qdrant';
+import redis from '../../../src/lib/redis';
+import { z } from 'zod';
+import * as Sentry from '@sentry/nextjs';
+import { generateText } from 'ai';
+import { createOpenAI } from '@ai-sdk/openai';
+// @ts-expect-error - Local version of @mintel/payload-ai/tools/mcpAdapter might not have types published yet
+import { createMcpTools } from '@mintel/payload-ai/tools/mcpAdapter';
+
+export const dynamic = 'force-dynamic';
+export const maxDuration = 60; // Max allowed duration (Vercel)
+
+// Config and constants
+const RATE_LIMIT_POINTS = 20; // 20 requests per minute
+const RATE_LIMIT_DURATION = 60; // 1 minute window
+const DAILY_BUDGET_LIMIT = 200; // max 200 requests per IP per day
+const DAILY_BUDGET_DURATION = 60 * 60 * 24; // 24h
+const MAX_CONVERSATION_MESSAGES = 20; // max messages in context
+const MAX_RESPONSE_TOKENS = 300; // cap AI response length — keeps it chat-like
+
+// Removed requestSchema as it's replaced by direct parsing
+
+export async function POST(req: NextRequest) {
+  // Changed req type to NextRequest
+  try {
+    let body: any;
+    try {
+      body = await req.json();
+    } catch {
+      return NextResponse.json({ error: 'Invalid request body' }, { status: 400 });
+    }
+    const { messages, honeypot } = body;
+
+    // Get client IP for rate limiting
+    const forwarded = req.headers.get('x-forwarded-for');
+    const clientIp = forwarded?.split(',')[0]?.trim() || req.headers.get('x-real-ip') || 'unknown';
+
+    // 1. Basic Validation
+    if (!messages || !Array.isArray(messages) || messages.length === 0) {
+      return NextResponse.json({ error: 'Valid messages array is required' }, { status: 400 });
+    }
+
+    const latestMessage = messages[messages.length - 1].content;
+    const isBot = honeypot && honeypot.length > 0;
+
+    // Check if the input itself is obviously spam/too long
+    if (latestMessage.length > 500) {
+      return NextResponse.json({ error: 'Message too long' }, { status: 400 });
+    }
+
+    // 2. Honeypot check
+    if (isBot) {
+      console.warn('Honeypot triggered in AI search');
+      // Tarpit the bot
+      await new Promise((resolve) => setTimeout(resolve, 3000));
+      return NextResponse.json({
+        answerText: 'Vielen Dank für Ihre Anfrage.',
+        products: [],
+      });
+    }
+
+    // 3. Rate Limiting via Redis (IP-based)
+    try {
+      // Per-minute burst limit
+      const minuteKey = `ai_rate:${clientIp}:min`;
+      const minuteCount = await redis.incr(minuteKey);
+      if (minuteCount === 1) await redis.expire(minuteKey, RATE_LIMIT_DURATION);
+
+      if (minuteCount > RATE_LIMIT_POINTS) {
+        return NextResponse.json(
+          { error: 'Zu viele Anfragen. Bitte warte einen Moment.' },
+          { status: 429 },
+        );
+      }
+
+      // Daily budget limit
+      const dayKey = `ai_rate:${clientIp}:day`;
+      const dayCount = await redis.incr(dayKey);
+      if (dayCount === 1) await redis.expire(dayKey, DAILY_BUDGET_DURATION);
+
+      if (dayCount > DAILY_BUDGET_LIMIT) {
+        return NextResponse.json(
+          { error: 'Tägliches Limit erreicht. Bitte versuche es morgen erneut.' },
+          { status: 429 },
+        );
+      }
+    } catch (redisError) {
+      console.error('Redis Rate Limiting Error:', redisError);
+      Sentry.captureException(redisError, { tags: { context: 'ai-search-rate-limit' } });
+      // Fail open if Redis is down
+    }
+
+    // 4. Cap conversation length to limit token usage
+    const cappedMessages = messages.slice(-MAX_CONVERSATION_MESSAGES);
+
+    // 4. Fetch Context from Qdrant based on the latest message
+    let contextStr = '';
+    let foundProducts: any[] = [];
+
+    // Team context — hardcoded from translation data (no Payload collection for team)
+    const teamContextStr = `
+Das ECHTE KLZ Team:
+- Michael Bodemer (Geschäftsführer) — Der Macher, packt an wenn es kompliziert wird, kennt Kabelnetze in- und auswendig
+- Klaus Mintel (Geschäftsführer) — Der Fels in der Brandung, jahrzehntelange Erfahrung, stabiles Netzwerk`;
+
+    try {
+      const searchResults = await searchProducts(latestMessage, 5);
+
+      if (searchResults && searchResults.length > 0) {
+        const productDescriptions = searchResults
+          .filter((p) => p.payload?.type === 'product' || !p.payload?.type)
+          .map((p: any) => p.payload?.content)
+          .join('\n\n');
+
+        if (productDescriptions) {
+          contextStr = `KATALOG & PRODUKTE:\n${productDescriptions}`;
+        }
+
+        foundProducts = searchResults
+          .filter((p) => (p.payload?.type === 'product' || !p.payload?.type) && p.payload?.data)
+          .map((p: any) => ({
+            id: p.id as string,
+            title: p.payload?.data?.title as string,
+            sku: p.payload?.data?.sku as string,
+            slug: p.payload?.data?.slug as string,
+          }));
+      }
+    } catch (searchError) {
+      console.error('Qdrant Search Error:', searchError);
+      Sentry.captureException(searchError, { tags: { context: 'ai-search-qdrant' } });
+      // We can still proceed without context if Qdrant fails
+    }
+
+    // 5. Generate AI Response via OpenRouter (Mistral for DSGVO)
+    const systemPrompt = `Du bist "Ohm" — der digitale KI-Berater von KLZ Cables. Dein Name ist eine Anspielung auf die Einheit des elektrischen Widerstands.
+
+STIL & PERSÖNLICHKEIT:
+- Antworte KURZ, KNAPP und PROFESSIONELL (maximal 2-3 Sätze).
+- Schreibe wie in einem lockeren, aber kompetenten B2B-Chat (Du-Form ist okay, aber fachlich top).
+- Kein Markdown, nur Fließtext.
+- NIEMALS Platzhalter wie [Ihr Name], [Name], [Firma] verwenden.
+
+DEINE HAUPTAUFGABE: BERATEN, NICHT AUSFRAGEN!
+- Wenn der Kunde ein Projekt nennt (z.B. "Windpark 30kV"), dann lies im KONTEXT nach, welche Kabel passen, und EMPFIEHL SIE DIREKT! (z.B. "Für 30kV Windparks nehmen wir meistens NA2XS(F)2Y.").
+- Stelle NIEMALS mehr als EINE Rückfrage pro Nachricht.
+- FRAGE NICHT nach abstrakten Dingen wie "Welchen Kabeltyp brauchst du?" -> DAS IST DEIN JOB, IHM DAS ZU SAGEN!
+- FRAGE NICHT nach Längen oder genauen Trassen, es sei denn, der Kunde hat schon ganz klar gesagt, was er kaufen will.
+- Biete aktiv Hilfe an: "Ich kann dir die passenden Querschnitte raussuchen, wenn du willst."
+- Wenn technisches Wissen aus dem Kabelhandbuch benötigt wird, NUTZE UNBEDINGT eines der "kabelfachmann_*" Tools, anstatt zu raten oder zu behaupten du wüsstest es nicht! Das Tool weiss alles.
+
+VORGEHEN:
+1. Prüfe den KONTEXT auf passende Katalog-Kabel für das Kundenprojekt.
+2. Wenn du tiefgehendes Wissen zu einem Kabeltyp brauchst (z.B. Biegeradius, Normen, Querschnitte), rufe das Kabelfachmann-Tool auf.
+3. Nenne direkt 1-2 passende Produktserien aus dem Kontext oder der Tool-Abfrage, die für diesen Fall Sinn machen.
+4. Biete eine konkrete Hilfestellung an (z.B. Leitungsberechnung, Verfügbarkeitsprüfung) ODER stelle EINE einzige fachliche Rückfrage, um das Kabel weiter einzugrenzen (z.B. Alu oder Kupfer?).
+5. Wenn das Projekt klar ist und die Kabeltypen besprochen sind, frag nach, ob ein Kollege (z.B. Micha) ein konkretes Angebot machen soll.
+
+GRENZEN:
+- PRIVAT-ANFRAGEN: B2B only. Private Hausinstallationen lehnen wir freundlich ab.
+- Keine Preise oder genauen Lieferzeiten versprechen. Immer auf die menschlichen Kollegen verweisen für finale Angebote.
+
+KONTEXT KABEL & TEAM:
+${contextStr || 'Kein Katalogkontext verfügbar.'}
+${teamContextStr}
+`;
+
+    const openrouterApiKey = process.env.OPENROUTER_API_KEY;
+    if (!openrouterApiKey) {
+      throw new Error('OPENROUTER_API_KEY is not set');
+    }
+
+    const openrouter = createOpenAI({
+      baseURL: 'https://openrouter.ai/api/v1',
+      apiKey: openrouterApiKey,
+    });
+
+    let mcpTools: Record<string, any> = {};
+    const mcpUrl = process.env.KABELFACHMANN_MCP_URL || 'http://host.docker.internal:3007/sse';
+    try {
+      const { tools } = await createMcpTools({
+        name: 'kabelfachmann',
+        url: mcpUrl,
+      });
+      mcpTools = tools;
+    } catch (e) {
+      console.warn('Failed to load MCP tools', e);
+      Sentry.captureException(e, { tags: { context: 'ai-search-mcp' } });
+    }
+
+    const { text } = await generateText({
+      model: openrouter('openai/gpt-4o-mini'),
+      system: systemPrompt,
+      messages: cappedMessages.map((m: any) => ({
+        role: m.role,
+        content: typeof m.content === 'string' ? m.content : JSON.stringify(m.content),
+      })),
+      tools: mcpTools,
+      // @ts-expect-error - maxSteps might be missing in some versions of generateText types
+      maxSteps: 5,
+      temperature: 0.3,
+      maxTokens: MAX_RESPONSE_TOKENS,
+    });
+
+    // Return the AI's answer along with any found products
+    return NextResponse.json({
+      answerText: text,
+      products: foundProducts,
+    });
+  } catch (error) {
+    console.error('AI Search API Error:', error);
+    Sentry.captureException(error, { tags: { context: 'ai-search-api' } });
+    return NextResponse.json(
+      { error: 'Ein interner Fehler ist aufgetreten. Bitte versuche es erneut.' },
+      { status: 500 },
+    );
+  }
+}
diff --git a/app/api/health/cms/route.ts b/app/api/health/cms/route.ts
index c247e36a..9b233273 100644
--- a/app/api/health/cms/route.ts
+++ b/app/api/health/cms/route.ts
@@ -27,7 +27,7 @@ export async function GET() {
       }
     }
 
-    const hasErrors = Object.values(checks).some(v => v.startsWith('error'));
+    const hasErrors = Object.values(checks).some((v) => v.startsWith('error'));
     return NextResponse.json(
       { status: hasErrors ? 'degraded' : 'ok', checks },
       { status: hasErrors ? 503 : 200 },
diff --git a/app/api/sync-qdrant/route.ts b/app/api/sync-qdrant/route.ts
new file mode 100644
index 00000000..b82900f4
--- /dev/null
+++ b/app/api/sync-qdrant/route.ts
@@ -0,0 +1,165 @@
+import { NextResponse } from 'next/server';
+import { getPayload } from 'payload';
+import configPromise from '../../../payload.config';
+import { upsertProductVector } from '../../../src/lib/qdrant';
+
+export const dynamic = 'force-dynamic';
+export const maxDuration = 120;
+
+/**
+ * Internal endpoint called by the warmup script on every dev boot.
+ * Syncs posts, pages, and products from Payload CMS into Qdrant.
+ * NOT for form entries, media, or users.
+ */
+export async function GET() {
+  const results = { products: 0, posts: 0, pages: 0, errors: [] as string[] };
+
+  try {
+    const payload = await getPayload({ config: configPromise });
+
+    // ── Products ──
+    const { docs: products } = await payload.find({
+      collection: 'products',
+      limit: 1000,
+      depth: 0,
+      where: { _status: { equals: 'published' } },
+    });
+
+    for (const product of products) {
+      try {
+        const contentText = `${product.title} - SKU: ${product.sku}\n${product.description || ''}`;
+        await upsertProductVector(String(product.id), contentText, {
+          type: 'product',
+          data: {
+            title: product.title,
+            sku: product.sku,
+            slug: product.slug,
+            description: product.description,
+          },
+        });
+        results.products++;
+      } catch (e: any) {
+        results.errors.push(`product:${product.sku}: ${e.message}`);
+      }
+    }
+
+    // ── Posts ──
+    const { docs: posts } = await payload.find({
+      collection: 'posts',
+      limit: 1000,
+      depth: 0,
+      where: { _status: { equals: 'published' } },
+    });
+
+    for (const post of posts) {
+      try {
+        const contentText = [
+          `Blog-Artikel: ${post.title}`,
+          post.excerpt ? `Zusammenfassung: ${post.excerpt}` : '',
+          post.category ? `Kategorie: ${post.category}` : '',
+        ]
+          .filter(Boolean)
+          .join('\n');
+
+        await upsertProductVector(`post_${post.id}`, contentText, {
+          type: 'knowledge',
+          content: contentText,
+          data: {
+            title: post.title,
+            slug: post.slug,
+          },
+        });
+        results.posts++;
+      } catch (e: any) {
+        results.errors.push(`post:${post.slug}: ${e.message}`);
+      }
+    }
+
+    // ── Pages ──
+    const { docs: pages } = await payload.find({
+      collection: 'pages',
+      limit: 1000,
+      depth: 0,
+      where: { _status: { equals: 'published' } },
+    });
+
+    for (const page of pages) {
+      try {
+        const contentText = [
+          `Seite: ${page.title}`,
+          page.excerpt ? `Beschreibung: ${page.excerpt}` : '',
+        ]
+          .filter(Boolean)
+          .join('\n');
+
+        await upsertProductVector(`page_${page.id}`, contentText, {
+          type: 'knowledge',
+          content: contentText,
+          data: {
+            title: page.title,
+            slug: page.slug,
+          },
+        });
+        results.pages++;
+      } catch (e: any) {
+        results.errors.push(`page:${page.slug}: ${e.message}`);
+      }
+    }
+
+    // ── Kabelhandbuch (Static Text) ──
+    const os = require('os');
+    const path = require('path');
+    const fs = require('fs');
+    const crypto = await import('crypto');
+
+    const txtPath = path.join(process.cwd(), 'kabelhandbuch.txt');
+    let manualChunks = 0;
+
+    if (fs.existsSync(txtPath)) {
+      try {
+        const text = fs.readFileSync(txtPath, 'utf8');
+        const chunks = text
+          .split(/\n\s*\n/)
+          .map((c: string) => c.trim())
+          .filter((c: string) => c.length > 50);
+
+        for (let i = 0; i < chunks.length; i++) {
+          const chunkText = chunks[i];
+          const syntheticId = crypto.randomUUID();
+
+          await upsertProductVector(syntheticId, chunkText, {
+            type: 'knowledge',
+            content: chunkText,
+            data: {
+              title: `Kabelhandbuch Wissen - Bereich ${i + 1}`,
+              source: 'Kabelhandbuch KLZ.pdf',
+            },
+          });
+          manualChunks++;
+        }
+        console.log(`[Qdrant Sync] ✅ ${manualChunks} Kabelhandbuch-Chunks synced`);
+      } catch (e: any) {
+        results.errors.push(`kabelhandbuch: ${e.message}`);
+      }
+    } else {
+      console.log(`[Qdrant Sync] ⚠️ skipped Kabelhandbuch: ${txtPath} not found`);
+    }
+
+    console.log(
+      `[Qdrant Sync] ✅ ${results.products} products, ${results.posts} posts, ${results.pages} pages synced, ${manualChunks} manual chunks synced`,
+    );
+
+    return NextResponse.json({
+      success: true,
+      synced: {
+        products: results.products,
+        posts: results.posts,
+        pages: results.pages,
+      },
+      errors: results.errors.length > 0 ? results.errors : undefined,
+    });
+  } catch (error: any) {
+    console.error('[Qdrant Sync] ❌ Fatal error:', error);
+    return NextResponse.json({ error: error.message }, { status: 500 });
+  }
+}
diff --git a/components/CMSConnectivityNotice.tsx b/components/CMSConnectivityNotice.tsx
index a24545b5..5ebc9896 100644
--- a/components/CMSConnectivityNotice.tsx
+++ b/components/CMSConnectivityNotice.tsx
@@ -15,10 +15,12 @@ export default function CMSConnectivityNotice() {
       const isDebug = new URLSearchParams(window.location.search).has('cms_debug');
       const isLocal = config.isDevelopment;
       const isTesting = config.isTesting;
+      const target = process.env.NEXT_PUBLIC_TARGET || '';
+      const isBranch = target === 'branch';
 
-      // Only proceed with check if it's developer context (Local or Testing)
+      // Only proceed with check if it's developer context (Local, Testing, or Branch preview)
       // Staging and Production should NEVER see this unless forced with ?cms_debug
-      if (!isLocal && !isTesting && !isDebug) return;
+      if (!isLocal && !isTesting && !isBranch && !isDebug) return;
 
       try {
         const response = await fetch('/api/health/cms');
@@ -58,8 +60,8 @@ export default function CMSConnectivityNotice() {
             <h4 className="font-bold text-sm mb-1">CMS Issue Detected</h4>
             <p className="text-xs opacity-90 leading-relaxed mb-3">
               {errorMsg === 'relation "products" does not exist'
-                ? 'The database schema is missing. Please sync your local data to this environment.'
-                : errorMsg || 'The application cannot connect to the Directus CMS.'}
+                ? 'The database schema is missing. Please run migrations for this environment.'
+                : 'A content service is unavailable. Check the deployment logs for details.'}
             </p>
             <div className="flex gap-2">
               <button
diff --git a/components/Footer.tsx b/components/Footer.tsx
index 53bf0c67..7f48e1a6 100644
--- a/components/Footer.tsx
+++ b/components/Footer.tsx
@@ -3,6 +3,7 @@
 import Link from 'next/link';
 import Image from 'next/image';
 import { useTranslations, useLocale } from 'next-intl';
+import { ShieldCheck, Leaf, Lock, Accessibility, Zap } from 'lucide-react';
 import { Container } from './ui';
 import { useAnalytics } from './analytics/useAnalytics';
 import { AnalyticsEvents } from './analytics/analytics-events';
@@ -276,6 +277,48 @@ export default function Footer() {
             </Link>
           </div>
         </div>
+
+        {/* Brand & Quality Sub-Footer */}
+        <div className="pt-8 mt-8 border-t border-white/5 flex flex-col md:flex-row justify-between items-center gap-6 text-white/40 text-[10px] sm:text-xs">
+          <div>
+            <a
+              href="https://mintel.me"
+              target="_blank"
+              rel="noopener noreferrer"
+              onClick={() =>
+                trackEvent(AnalyticsEvents.LINK_CLICK, {
+                  target: 'mintel_agency',
+                  location: 'sub_footer',
+                })
+              }
+              className="hover:text-white/80 transition-colors flex items-center gap-1.5"
+            >
+              Website entwickelt von Marc Mintel
+            </a>
+          </div>
+          <div className="flex flex-wrap justify-center md:justify-end gap-x-6 gap-y-3">
+            <div className="flex items-center gap-1.5" title="SSL Secured">
+              <ShieldCheck className="w-3.5 h-3.5" />
+              <span>SSL Secured</span>
+            </div>
+            <div className="flex items-center gap-1.5" title="Green Hosting">
+              <Leaf className="w-3.5 h-3.5" />
+              <span>Green Hosting</span>
+            </div>
+            <div className="flex items-center gap-1.5" title="DSGVO Compliant">
+              <Lock className="w-3.5 h-3.5" />
+              <span>DSGVO Compliant</span>
+            </div>
+            <div className="flex items-center gap-1.5" title="WCAG">
+              <Accessibility className="w-3.5 h-3.5" />
+              <span>WCAG</span>
+            </div>
+            <div className="flex items-center gap-1.5" title="PageSpeed 90+">
+              <Zap className="w-3.5 h-3.5" />
+              <span>PageSpeed 90+</span>
+            </div>
+          </div>
+        </div>
       </Container>
     </footer>
   );
diff --git a/components/Header.tsx b/components/Header.tsx
index e3d3688b..d99b29bb 100644
--- a/components/Header.tsx
+++ b/components/Header.tsx
@@ -9,6 +9,8 @@ import { useEffect, useState, useRef } from 'react';
 import { cn } from './ui';
 import { useAnalytics } from './analytics/useAnalytics';
 import { AnalyticsEvents } from './analytics/analytics-events';
+import { Search } from 'lucide-react';
+import { AISearchResults } from './search/AISearchResults';
 
 export default function Header() {
   const t = useTranslations('Navigation');
@@ -16,6 +18,7 @@ export default function Header() {
   const { trackEvent } = useAnalytics();
   const [isScrolled, setIsScrolled] = useState(false);
   const [isMobileMenuOpen, setIsMobileMenuOpen] = useState(false);
+  const [isSearchOpen, setIsSearchOpen] = useState(false);
   const mobileMenuRef = useRef<HTMLDivElement>(null);
 
   // Extract locale from pathname
@@ -273,6 +276,19 @@ export default function Header() {
               <div
                 className="animate-in fade-in zoom-in-95 fill-mode-both"
                 style={{ animationDuration: '600ms', animationDelay: '700ms' }}
+              >
+                <button
+                  onClick={() => setIsSearchOpen(true)}
+                  className="hover:text-accent transition-colors p-2"
+                  aria-label="Search"
+                >
+                  <Search className="w-5 h-5 md:w-6 md:h-6" />
+                </button>
+              </div>
+
+              <div
+                className="animate-in fade-in zoom-in-95 fill-mode-both"
+                style={{ animationDuration: '600ms', animationDelay: '800ms' }}
               >
                 <Button
                   href={`/${currentLocale}/${currentLocale === 'de' ? 'kontakt' : 'contact'}`}
@@ -467,6 +483,8 @@ export default function Header() {
           </div>
         </nav>
       </div>
+
+      <AISearchResults isOpen={isSearchOpen} onClose={() => setIsSearchOpen(false)} />
     </>
   );
 }
diff --git a/components/home/Hero.tsx b/components/home/Hero.tsx
index 778dc134..7f117db2 100644
--- a/components/home/Hero.tsx
+++ b/components/home/Hero.tsx
@@ -1,98 +1,221 @@
 'use client';
 
+import Scribble from '@/components/Scribble';
 import { Button, Container, Heading, Section } from '@/components/ui';
 import { useTranslations, useLocale } from 'next-intl';
 import dynamic from 'next/dynamic';
 import { useAnalytics } from '../analytics/useAnalytics';
 import { AnalyticsEvents } from '../analytics/analytics-events';
+import { useState, useEffect, useRef, useCallback } from 'react';
+import { ChevronRight } from 'lucide-react';
+import { AISearchResults } from '../search/AISearchResults';
 const HeroIllustration = dynamic(() => import('./HeroIllustration'), { ssr: false });
+const AIOrb = dynamic(() => import('../search/AIOrb'), { ssr: false });
 
 export default function Hero({ data }: { data?: any }) {
   const t = useTranslations('Home.hero');
   const locale = useLocale();
   const { trackEvent } = useAnalytics();
 
+  const [searchQuery, setSearchQuery] = useState('');
+  const [isSearchOpen, setIsSearchOpen] = useState(false);
+  const [heroPlaceholder, setHeroPlaceholder] = useState(
+    'Projekt beschreiben oder Kabel suchen...',
+  );
+  const typingRef = useRef<ReturnType<typeof setTimeout> | null>(null);
+
+  const HERO_PLACEHOLDERS = [
+    'Querschnittsberechnung für 110kV Trasse', // Hochspannung
+    'Wie schwer ist NAYY 4x150?',
+    'Ich plane einen Solarpark, was brauche ich?', // Projekt Solar
+    'Unterschied zwischen N2XSY und NAY2XSY?', // Fach
+    'Mittelspannungskabel für Windkraftanlage', // Windpark
+    'Welches Aluminiumkabel für 20kV?', // Mittelspannung
+  ];
+
+  // Typing animation for the hero search placeholder
+  useEffect(() => {
+    if (searchQuery) {
+      setHeroPlaceholder('Projekt beschreiben oder Kabel suchen...');
+      return;
+    }
+
+    let textIdx = 0;
+    let charIdx = 0;
+    let deleting = false;
+
+    const tick = () => {
+      const fullText = HERO_PLACEHOLDERS[textIdx];
+
+      if (deleting) {
+        charIdx--;
+        setHeroPlaceholder(fullText.substring(0, charIdx));
+      } else {
+        charIdx++;
+        setHeroPlaceholder(fullText.substring(0, charIdx));
+      }
+
+      let delay = deleting ? 30 : 70;
+
+      if (!deleting && charIdx === fullText.length) {
+        delay = 2500;
+        deleting = true;
+      } else if (deleting && charIdx === 0) {
+        deleting = false;
+        textIdx = (textIdx + 1) % HERO_PLACEHOLDERS.length;
+        delay = 400;
+      }
+
+      typingRef.current = setTimeout(tick, delay);
+    };
+
+    typingRef.current = setTimeout(tick, 1500);
+
+    return () => {
+      if (typingRef.current) clearTimeout(typingRef.current);
+    };
+  }, [searchQuery]);
+
+  const handleSearchSubmit = (e: React.FormEvent) => {
+    e.preventDefault();
+    if (searchQuery.trim()) {
+      setIsSearchOpen(true);
+    }
+  };
+
   return (
-    <Section className="relative min-h-[85vh] md:h-[90vh] flex flex-col items-center justify-center overflow-hidden bg-primary py-12 md:py-0 lg:py-0">
-      <Container className="relative z-10 text-center md:text-left text-white w-full order-2 md:order-none">
-        <div className="max-w-5xl mx-auto md:mx-0">
-          <div>
-            <Heading
-              level={1}
-              className="text-center md:text-left mb-6 md:mb-8 md:max-w-none text-white text-3xl sm:text-4xl md:text-5xl font-extrabold"
-            >
-              {data?.title ? (
-                <span
-                  dangerouslySetInnerHTML={{
-                    __html: data.title
-                      .replace(/<green>/g, '<span class="text-accent italic">')
-                      .replace(/<\/green>/g, '</span>'),
-                  }}
-                />
-              ) : (
-                t.rich('title', {
-                  green: (chunks) => <span className="text-accent italic">{chunks}</span>,
-                })
-              )}
-            </Heading>
-          </div>
-          <div>
-            <p className="text-lg md:text-xl text-white leading-relaxed max-w-2xl mb-10 md:mb-12">
-              {data?.subtitle || t('subtitle')}
-            </p>
-          </div>
-          <div className="flex flex-col sm:flex-row justify-center md:justify-start gap-4 md:gap-6">
+    <>
+      <Section className="relative min-h-[85vh] md:h-[90vh] flex flex-col items-center justify-center overflow-hidden bg-primary py-12 md:py-0 lg:py-0">
+        <Container className="relative z-10 text-center md:text-left text-white w-full order-2 md:order-none">
+          <div className="max-w-5xl mx-auto md:mx-0">
             <div>
+              <Heading
+                level={1}
+                className="text-center md:text-left mb-6 md:mb-8 md:max-w-none text-white text-4xl sm:text-5xl md:text-7xl font-extrabold [text-shadow:_-2px_-2px_0_#002b49,_2px_-2px_0_#002b49,_-2px_2px_0_#002b49,_2px_2px_0_#002b49,_-2px_0_0_#002b49,_2px_0_0_#002b49,_0_-2px_0_#002b49,_0_2px_0_#002b49]"
+              >
+                {data?.title ? (
+                  <span
+                    dangerouslySetInnerHTML={{
+                      __html: data.title
+                        .replace(
+                          /<green>/g,
+                          '<span class="relative inline-block"><span class="relative z-10 text-accent italic inline-block">',
+                        )
+                        .replace(
+                          /<\/green>/g,
+                          '</span><div class="w-[140%] h-[140%] -top-[20%] -left-[20%] text-accent/30 hidden md:block absolute -z-10 animate-in fade-in zoom-in-0 duration-1000 ease-out fill-mode-both" style="animation-delay: 500ms;"><Scribble variant="circle" /></div></span>',
+                        ),
+                    }}
+                  />
+                ) : (
+                  t.rich('title', {
+                    green: (chunks) => (
+                      <span className="relative inline-block">
+                        <span className="relative z-10 text-accent italic inline-block">
+                          {chunks}
+                        </span>
+                        <div
+                          className="w-[140%] h-[140%] -top-[20%] -left-[20%] text-accent/30 hidden md:block absolute -z-10 animate-in fade-in zoom-in-0 duration-1000 ease-out fill-mode-both"
+                          style={{ animationDelay: '500ms' }}
+                        >
+                          <Scribble variant="circle" />
+                        </div>
+                      </span>
+                    ),
+                  })
+                )}
+              </Heading>
+            </div>
+            <div>
+              <p className="text-lg md:text-xl text-white leading-relaxed max-w-2xl mb-10 md:mb-12">
+                {data?.subtitle || t('subtitle')}
+              </p>
+            </div>
+            <form
+              onSubmit={handleSearchSubmit}
+              className="w-full max-w-2xl bg-white/10 backdrop-blur-md border border-white/20 rounded-2xl p-2 flex items-center mt-8 mb-10 transition-all focus-within:bg-white/15 focus-within:border-accent shadow-lg relative"
+            >
+              <div className="absolute left-1 w-20 h-20 flex items-center justify-center z-10 overflow-visible">
+                <AIOrb isThinking={false} />
+              </div>
+              <input
+                type="text"
+                value={searchQuery}
+                onChange={(e) => setSearchQuery(e.target.value)}
+                placeholder={heroPlaceholder}
+                className="flex-1 bg-transparent border-none text-white pl-20 pr-2 py-4 placeholder:text-white/50 focus:outline-none text-lg lg:text-xl"
+                autoFocus
+              />
               <Button
-                href="/contact"
+                type="submit"
                 variant="accent"
                 size="lg"
-                className="group w-full sm:w-auto h-14 md:h-16 px-8 md:px-10 text-base md:text-lg hover:scale-105 transition-transform"
-                onClick={() =>
-                  trackEvent(AnalyticsEvents.BUTTON_CLICK, {
-                    label: data?.ctaLabel || t('cta'),
-                    location: 'home_hero_primary',
-                  })
-                }
+                className="rounded-xl px-6 py-4 shrink-0 flex items-center shadow-md font-bold cursor-pointer hover:bg-accent hover:brightness-110"
               >
-                {data?.ctaLabel || t('cta')}
-                <span className="transition-transform group-hover/btn:translate-x-1 ml-2">
-                  &rarr;
-                </span>
-              </Button>
-            </div>
-            <div>
-              <Button
-                href={`/${locale}/${locale === 'de' ? 'produkte' : 'products'}`}
-                variant="white"
-                size="lg"
-                className="group w-full sm:w-auto h-14 md:h-16 px-8 md:px-10 text-base md:text-lg md:bg-white md:text-primary md:hover:bg-neutral-light md:border-none hover:scale-105 transition-transform"
-                onClick={() =>
-                  trackEvent(AnalyticsEvents.BUTTON_CLICK, {
-                    label: data?.secondaryCtaLabel || t('exploreProducts'),
-                    location: 'home_hero_secondary',
-                  })
-                }
-              >
-                {data?.secondaryCtaLabel || t('exploreProducts')}
+                Fragen
+                <ChevronRight className="w-5 h-5 ml-2 -mr-1" />
               </Button>
+            </form>
+
+            <div className="flex flex-col sm:flex-row justify-center md:justify-start gap-4 md:gap-6">
+              <div>
+                <Button
+                  href="/contact"
+                  variant="white"
+                  size="lg"
+                  className="group w-full sm:w-auto h-14 md:h-16 px-8 md:px-10 text-base md:text-lg hover:scale-105 transition-all outline-none"
+                  onClick={() =>
+                    trackEvent(AnalyticsEvents.BUTTON_CLICK, {
+                      label: data?.ctaLabel || t('cta'),
+                      location: 'home_hero_primary',
+                    })
+                  }
+                >
+                  {data?.ctaLabel || t('cta')}
+                  <span className="transition-transform group-hover/btn:translate-x-1 ml-2">
+                    &rarr;
+                  </span>
+                </Button>
+              </div>
+              <div>
+                <Button
+                  href={`/${locale}/${locale === 'de' ? 'produkte' : 'products'}`}
+                  variant="outline"
+                  size="lg"
+                  className="group w-full sm:w-auto h-14 md:h-16 px-8 md:px-10 text-base md:text-lg text-white border-white/30 hover:bg-white/10 hover:border-white transition-all"
+                  onClick={() =>
+                    trackEvent(AnalyticsEvents.BUTTON_CLICK, {
+                      label: data?.secondaryCtaLabel || t('exploreProducts'),
+                      location: 'home_hero_secondary',
+                    })
+                  }
+                >
+                  {data?.secondaryCtaLabel || t('exploreProducts')}
+                </Button>
+              </div>
             </div>
           </div>
-        </div>
-      </Container>
+        </Container>
 
-      <div className="relative md:absolute inset-0 z-0 w-full h-[40vh] md:h-full order-1 md:order-none mb-[-80px] md:mb-0 mt-[80px] md:mt-0 overflow-visible pointer-events-none animate-in fade-in zoom-in-95 duration-1000 ease-out fill-mode-both">
-        <HeroIllustration />
-      </div>
-
-      <div
-        className="absolute bottom-6 md:bottom-10 left-1/2 -translate-x-1/2 hidden sm:block animate-in fade-in slide-in-from-bottom-4 duration-1000 ease-out fill-mode-both"
-        style={{ animationDelay: '2000ms' }}
-      >
-        <div className="w-6 h-10 border-2 border-white/30 rounded-full flex justify-center p-1">
-          <div className="w-1 h-2 bg-white rounded-full animate-bounce" />
+        <div className="relative md:absolute inset-0 z-0 w-full h-[40vh] md:h-full order-1 md:order-none mb-[-80px] md:mb-0 mt-[80px] md:mt-0 overflow-visible pointer-events-none animate-in fade-in zoom-in-95 duration-1000 ease-out fill-mode-both">
+          <HeroIllustration />
         </div>
-      </div>
-    </Section>
+
+        <div
+          className="absolute bottom-6 md:bottom-10 left-1/2 -translate-x-1/2 hidden sm:block animate-in fade-in slide-in-from-bottom-4 duration-1000 ease-out fill-mode-both"
+          style={{ animationDelay: '2000ms' }}
+        >
+          <div className="w-6 h-10 border-2 border-white/30 rounded-full flex justify-center p-1">
+            <div className="w-1 h-2 bg-white rounded-full animate-bounce" />
+          </div>
+        </div>
+      </Section>
+      <AISearchResults
+        isOpen={isSearchOpen}
+        onClose={() => setIsSearchOpen(false)}
+        initialQuery={searchQuery}
+        triggerSearch={true}
+      />
+    </>
   );
 }
diff --git a/components/home/RecentPosts.tsx b/components/home/RecentPosts.tsx
index 02111a09..74f189ae 100644
--- a/components/home/RecentPosts.tsx
+++ b/components/home/RecentPosts.tsx
@@ -74,11 +74,14 @@ export default async function RecentPosts({ locale, data }: RecentPostsProps) {
                       suppressHydrationWarning
                       className="px-3 py-1 text-white/80 text-[10px] md:text-xs font-bold uppercase tracking-widest border border-white/20 rounded-full bg-white/10 backdrop-blur-md"
                     >
-                      {new Date(post.frontmatter.date).toLocaleDateString(locale || 'de', {
-                        year: 'numeric',
-                        month: 'short',
-                        day: 'numeric',
-                      })}
+                      {new Date(post.frontmatter.date).toLocaleDateString(
+                        locale?.length === 2 ? locale : 'de',
+                        {
+                          year: 'numeric',
+                          month: 'short',
+                          day: 'numeric',
+                        },
+                      )}
                     </time>
                     {(new Date(post.frontmatter.date) > new Date() ||
                       post.frontmatter.public === false) && (
diff --git a/components/search/AIOrb.tsx b/components/search/AIOrb.tsx
new file mode 100644
index 00000000..417cecea
--- /dev/null
+++ b/components/search/AIOrb.tsx
@@ -0,0 +1,371 @@
+'use client';
+
+import React, { useRef, useEffect, useCallback } from 'react';
+
+interface AIOrbProps {
+  isThinking: boolean;
+  hasError?: boolean;
+}
+
+function lerp(a: number, b: number, t: number) {
+  return a + (b - a) * t;
+}
+
+// Simple noise function for organic movement
+function noise(x: number, y: number, t: number): number {
+  return (
+    Math.sin(x * 1.3 + t * 0.7) * Math.cos(y * 0.9 + t * 0.5) * 0.5 +
+    Math.sin(x * 2.7 + y * 1.1 + t * 1.3) * 0.25 +
+    Math.cos(x * 0.8 - y * 2.3 + t * 0.9) * 0.25
+  );
+}
+
+// ── Particle ───────────────────────────────────────────────────
+interface Particle {
+  // Sphere position (target shape)
+  theta: number;
+  phi: number;
+  // Current position
+  x: number;
+  y: number;
+  z: number;
+  // Velocity
+  vx: number;
+  vy: number;
+  vz: number;
+  // Properties
+  size: number;
+  baseSize: number;
+  hue: number; // 0=blue, 1=green
+  brightness: number;
+  phase: number;
+  orbitSpeed: number;
+  noiseScale: number;
+}
+
+function createParticles(count: number): Particle[] {
+  const particles: Particle[] = [];
+
+  for (let i = 0; i < count; i++) {
+    // Fibonacci sphere distribution for even spacing
+    const golden = Math.PI * (3 - Math.sqrt(5));
+    const y = 1 - (i / (count - 1)) * 2;
+    const radiusAtY = Math.sqrt(1 - y * y);
+    const theta = golden * i;
+    const phi = Math.acos(y);
+
+    particles.push({
+      theta,
+      phi,
+      x: Math.cos(theta) * radiusAtY,
+      y,
+      z: Math.sin(theta) * radiusAtY,
+      vx: 0,
+      vy: 0,
+      vz: 0,
+      size: 0.4 + Math.random() * 0.8,
+      baseSize: 0.4 + Math.random() * 0.8,
+      hue: Math.random() > 0.45 ? 0 : 1,
+      brightness: 0.5 + Math.random() * 0.5,
+      phase: Math.random() * Math.PI * 2,
+      orbitSpeed: (0.1 + Math.random() * 0.4) * (Math.random() > 0.5 ? 1 : -1),
+      noiseScale: 0.5 + Math.random() * 1.5,
+    });
+  }
+  return particles;
+}
+
+export default function AIOrb({ isThinking = false, hasError = false }: AIOrbProps) {
+  const canvasRef = useRef<HTMLCanvasElement>(null);
+  const wrapRef = useRef<HTMLDivElement>(null);
+  const animRef = useRef<number>(0);
+  const particlesRef = useRef<Particle[]>([]);
+
+  const mouse = useRef({ x: 0.5, y: 0.5, hover: false });
+  const state = useRef({
+    pulse: 0,
+    hover: 0,
+    error: 0,
+    mouseX: 0.5,
+    mouseY: 0.5,
+    rotY: 0,
+    rotX: 0,
+    breathe: 0,
+    scatter: 0,
+    shake: 0,
+  });
+
+  const onMove = useCallback((e: React.PointerEvent) => {
+    const r = wrapRef.current?.getBoundingClientRect();
+    if (!r) return;
+    mouse.current.x = (e.clientX - r.left) / r.width;
+    mouse.current.y = (e.clientY - r.top) / r.height;
+  }, []);
+  const onEnter = useCallback(() => {
+    mouse.current.hover = true;
+  }, []);
+  const onLeave = useCallback(() => {
+    mouse.current.hover = false;
+    mouse.current.x = 0.5;
+    mouse.current.y = 0.5;
+  }, []);
+
+  const draw = useCallback(
+    function drawStep() {
+      const canvas = canvasRef.current;
+      if (!canvas) return;
+      const ctx = canvas.getContext('2d');
+      if (!ctx) return;
+
+      const dpr = window.devicePixelRatio || 1;
+      const rect = canvas.getBoundingClientRect();
+      const w = rect.width * dpr;
+      const h = rect.height * dpr;
+      if (canvas.width !== w || canvas.height !== h) {
+        canvas.width = w;
+        canvas.height = h;
+      }
+
+      const cx = w / 2;
+      const cy = h / 2;
+      const minDim = Math.min(w, h);
+      // Reduced further to give maximum breathing room for glow + movement
+      const sphereR = minDim * 0.16;
+      const time = performance.now() / 1000;
+      const s = state.current;
+      const m = mouse.current;
+
+      // ── Interpolate state ──
+      s.pulse = lerp(s.pulse, isThinking ? 1 : 0, 0.03);
+      s.hover = lerp(s.hover, m.hover ? 1 : 0, 0.12);
+      s.error = lerp(s.error, hasError ? 1 : 0, 0.05);
+      s.mouseX = lerp(s.mouseX, m.x, 0.12);
+      s.mouseY = lerp(s.mouseY, m.y, 0.12);
+      s.scatter = lerp(s.scatter, m.hover ? 0.8 : hasError ? 0.5 : 0, 0.06);
+      s.shake += 0.15 * s.error;
+
+      // Global rotation — ALWAYS rotating + ALWAYS facing cursor
+      s.rotY += lerp(0.008, 0.04, Math.max(s.pulse, s.hover));
+      const mouseRotY = (s.mouseX - 0.5) * 1.2; // always face cursor
+      const mouseRotX = (s.mouseY - 0.5) * 0.8;
+
+      s.breathe += lerp(1.2, 3.0, s.pulse) / 60;
+      const breathe = Math.sin(s.breathe) * 0.5 + 0.5;
+
+      // ── Clear ──
+      ctx.clearRect(0, 0, w, h);
+
+      // ── Subtle core glow ──
+      const shakeX = Math.sin(s.shake * 17) * s.error * minDim * 0.02;
+      const glowCX = cx + shakeX;
+      const glowCY = cy;
+      // Clamp glow radius so it never exceeds ~48% of canvas (leaves padding for movement)
+      const glowR = Math.min(
+        sphereR * lerp(2.2, 4.0, Math.max(s.pulse, s.hover * 0.8)),
+        minDim * 0.48,
+      );
+      const glowA = lerp(0.1, 0.4, Math.max(s.pulse, s.hover * 0.7, s.error * 0.8));
+      const glow = ctx.createRadialGradient(glowCX, glowCY, 0, glowCX, glowCY, glowR);
+      // Glow color: blue normally, red on error
+      const glowR1 = Math.round(lerp(20, 255, s.error));
+      const glowG1 = Math.round(lerp(60, 40, s.error));
+      const glowB1 = Math.round(lerp(255, 40, s.error));
+      glow.addColorStop(0, `rgba(${glowR1}, ${glowG1}, ${glowB1}, ${glowA * 2})`);
+      glow.addColorStop(
+        0.25,
+        `rgba(${Math.round(lerp(80, 200, s.error))}, ${Math.round(lerp(140, 50, s.error))}, ${Math.round(lerp(255, 50, s.error))}, ${glowA * 1.2})`,
+      );
+      glow.addColorStop(0.6, `rgba(${glowR1}, ${glowG1}, ${glowB1}, ${glowA * 0.4})`);
+      glow.addColorStop(1, `rgba(${glowR1}, ${glowG1}, ${glowB1}, 0)`);
+      ctx.fillStyle = glow;
+      ctx.beginPath();
+      ctx.arc(glowCX, glowCY, glowR, 0, Math.PI * 2);
+      ctx.fill();
+
+      // ── Create particles if empty ──
+      if (particlesRef.current.length === 0) {
+        particlesRef.current = createParticles(350);
+      }
+
+      // ── Update & draw particles ──
+      const cosRY = Math.cos(s.rotY + mouseRotY);
+      const sinRY = Math.sin(s.rotY + mouseRotY);
+      const cosRX = Math.cos(mouseRotX);
+      const sinRX = Math.sin(mouseRotX);
+
+      // Sort by z for correct layering
+      type ParticleWithScreen = { p: Particle; sx: number; sy: number; sz: number; depth: number };
+      const projected: ParticleWithScreen[] = [];
+
+      for (const p of particlesRef.current) {
+        // Target position: sphere surface + noise displacement
+        const n = noise(p.theta * p.noiseScale, p.phi * p.noiseScale, time * 0.5 + p.phase);
+        const displacement = 1 + n * lerp(0.12, 0.3, s.pulse);
+
+        // Orbit: rotate theta — always moving, faster idle
+        const activeTheta = p.theta + time * p.orbitSpeed * lerp(0.35, 0.8, s.pulse);
+
+        // Sphere coordinates to cartesian
+        const sinPhi = Math.sin(p.phi);
+        const tgtX = Math.cos(activeTheta) * sinPhi * displacement;
+        // Excitement from hover + pulse + error
+        const targetExcite = Math.max(s.hover * 0.9, s.pulse, s.error * 0.8);
+        const tgtY = Math.cos(p.phi) * displacement;
+        const tgtZ = Math.sin(activeTheta) * sinPhi * displacement;
+
+        // Scatter on hover: push particles outward
+        const scatterMul = 1 + s.scatter * (0.5 + n * 0.5);
+
+        // Spring physics toward target
+        const tx = tgtX * scatterMul;
+        const ty = tgtY * scatterMul;
+        const tz = tgtZ * scatterMul;
+
+        p.vx += (tx - p.x) * 0.08;
+        p.vy += (ty - p.y) * 0.08;
+        p.vz += (tz - p.z) * 0.08;
+        p.vx *= 0.88;
+        p.vy *= 0.88;
+        p.vz *= 0.88;
+        p.x += p.vx;
+        p.y += p.vy;
+        p.z += p.vz;
+
+        // 3D rotation (Y then X)
+        const rx = p.x * cosRY - p.z * sinRY;
+        const rz = p.x * sinRY + p.z * cosRY;
+        const ry = p.y * cosRX - rz * sinRX;
+        const finalZ = p.y * sinRX + rz * cosRX;
+
+        // Project to screen
+        const perspective = 3;
+        const scale = perspective / (perspective + finalZ);
+        const sx = cx + rx * sphereR * scale;
+        const sy = cy + ry * sphereR * scale;
+
+        projected.push({ p, sx, sy, sz: finalZ, depth: scale });
+      }
+
+      // Sort back-to-front
+      projected.sort((a, b) => a.sz - b.sz);
+
+      for (const { p, sx, sy, sz, depth } of projected) {
+        // Depth-based alpha and size
+        const depthAlpha = 0.25 + (sz + 1) * 0.375; // 0.25 (back) → 1.0 (front)
+        const twinkle = 0.75 + 0.25 * Math.sin(time * 3.5 + p.phase);
+
+        const alpha =
+          depthAlpha * twinkle * p.brightness * lerp(0.8, 1.3, Math.max(s.pulse, s.hover * 0.8));
+
+        const drawSize =
+          p.baseSize * depth * dpr * lerp(1.0, 2.0, Math.max(s.pulse, s.hover * 0.7));
+
+        // Color — shift to red on error
+        let r: number, g: number, b: number;
+        if (s.error > 0.1) {
+          // Error: red family
+          if (p.hue === 0) {
+            r = Math.round(lerp(40 + sz * 30, 255, s.error));
+            g = Math.round(lerp(80 + sz * 40, 40 + sz * 20, s.error));
+            b = Math.round(lerp(255, 40, s.error));
+          } else {
+            r = Math.round(lerp(100 + sz * 30, 230, s.error));
+            g = Math.round(lerp(220 + sz * 17, 60, s.error));
+            b = Math.round(lerp(20, 20, s.error));
+          }
+        } else if (p.hue === 0) {
+          r = 60 + Math.round(sz * 40);
+          g = 100 + Math.round(sz * 50);
+          b = 255;
+        } else {
+          r = 120 + Math.round(sz * 30);
+          g = 237 + Math.round(sz * 10);
+          b = 30;
+        }
+
+        // Thinking: shift toward brighter, more saturated
+        if (s.pulse > 0.1) {
+          r = Math.round(lerp(r, p.hue === 0 ? 100 : 130, s.pulse * 0.3));
+          g = Math.round(lerp(g, p.hue === 0 ? 140 : 237, s.pulse * 0.3));
+          b = Math.round(lerp(b, p.hue === 0 ? 255 : 32, s.pulse * 0.3));
+        }
+
+        // Micro glow — always visible, stronger on front
+        if (depthAlpha > 0.25) {
+          const gSize = drawSize * lerp(4, 7, s.hover);
+          const pg = ctx.createRadialGradient(sx, sy, 0, sx, sy, gSize);
+          pg.addColorStop(0, `rgba(${r},${g},${b},${alpha * 0.5})`);
+          pg.addColorStop(1, `rgba(${r},${g},${b},0)`);
+          ctx.fillStyle = pg;
+          ctx.beginPath();
+          ctx.arc(sx, sy, gSize, 0, Math.PI * 2);
+          ctx.fill();
+        }
+
+        // Core dot — bright
+        ctx.fillStyle = `rgba(${Math.min(r + 40, 255)},${Math.min(g + 30, 255)},${b},${Math.min(alpha * 1.6, 1)})`;
+        ctx.beginPath();
+        ctx.arc(sx, sy, Math.max(drawSize * 0.5, 0.3 * dpr), 0, Math.PI * 2);
+        ctx.fill();
+      }
+
+      // ── Loading rings (thinking) ──
+      if (s.pulse > 0.02) {
+        ctx.save();
+        ctx.translate(cx, cy);
+
+        // Spinning arc
+        const spinAngle = time * 2;
+        const arcLen = Math.PI * lerp(0.3, 1.0, (Math.sin(time * 1.5) + 1) / 2);
+        ctx.rotate(spinAngle);
+        ctx.strokeStyle = `rgba(130, 237, 32, ${s.pulse * 0.4})`;
+        ctx.lineWidth = 1.2 * dpr;
+        ctx.lineCap = 'round';
+        ctx.beginPath();
+        ctx.arc(0, 0, sphereR * 1.25, 0, arcLen);
+        ctx.stroke();
+
+        // Counter-spinning arc
+        ctx.rotate(-spinAngle * 2);
+        ctx.strokeStyle = `rgba(1, 29, 255, ${s.pulse * 0.3})`;
+        ctx.lineWidth = 0.8 * dpr;
+        ctx.beginPath();
+        ctx.arc(0, 0, sphereR * 1.35, 0, arcLen * 0.6);
+        ctx.stroke();
+
+        ctx.restore();
+
+        // Expanding pulse
+        const pulsePhase = (time * 0.8) % 1;
+        const pulseR = sphereR * (1 + pulsePhase * 1.5);
+        const pulseA = s.pulse * (1 - pulsePhase) * 0.15;
+        ctx.strokeStyle = `rgba(130, 237, 32, ${pulseA})`;
+        ctx.lineWidth = 1 * dpr;
+        ctx.beginPath();
+        ctx.arc(cx, cy, pulseR, 0, Math.PI * 2);
+        ctx.stroke();
+      }
+
+      animRef.current = requestAnimationFrame(drawStep);
+    },
+    [isThinking, hasError],
+  );
+
+  useEffect(() => {
+    animRef.current = requestAnimationFrame(draw);
+    return () => cancelAnimationFrame(animRef.current);
+  }, [draw]);
+
+  return (
+    <div
+      ref={wrapRef}
+      className="w-full h-full relative overflow-visible"
+      onPointerMove={onMove}
+      onPointerEnter={onEnter}
+      onPointerLeave={onLeave}
+      style={{ cursor: 'pointer' }}
+    >
+      <canvas ref={canvasRef} className="w-full h-full block" style={{ imageRendering: 'auto' }} />
+    </div>
+  );
+}
diff --git a/components/search/AISearchResults.tsx b/components/search/AISearchResults.tsx
new file mode 100644
index 00000000..6db83223
--- /dev/null
+++ b/components/search/AISearchResults.tsx
@@ -0,0 +1,646 @@
+'use client';
+
+import { useState, useRef, useEffect, KeyboardEvent } from 'react';
+import { ArrowUp, X, Sparkles, ChevronRight, RotateCcw, Copy, Check } from 'lucide-react';
+import Link from 'next/link';
+import { useAnalytics } from '../analytics/useAnalytics';
+import { AnalyticsEvents } from '../analytics/analytics-events';
+import ReactMarkdown from 'react-markdown';
+import remarkGfm from 'remark-gfm';
+import dynamic from 'next/dynamic';
+const AIOrb = dynamic(() => import('./AIOrb'), { ssr: false });
+
+const LOADING_TEXTS = [
+  'Durchsuche das Kabelhandbuch... 📖',
+  'Frage den Senior-Ingenieur... 👴🔧',
+  'Frage ChatGPTs Cousin 2. Grades... 🤖',
+];
+
+interface ProductMatch {
+  id: string;
+  title: string;
+  sku: string;
+  slug: string;
+}
+
+interface Message {
+  role: 'user' | 'assistant';
+  content: string;
+  products?: ProductMatch[];
+  timestamp: number;
+}
+interface ComponentProps {
+  isOpen: boolean;
+  onClose: () => void;
+  initialQuery?: string;
+  triggerSearch?: boolean;
+}
+
+export function AISearchResults({
+  isOpen,
+  onClose,
+  initialQuery = '',
+  triggerSearch = false,
+}: ComponentProps) {
+  const { trackEvent } = useAnalytics();
+
+  const [query, setQuery] = useState('');
+  const [messages, setMessages] = useState<Message[]>([]);
+  const [honeypot, setHoneypot] = useState('');
+  const [isLoading, setIsLoading] = useState(false);
+  const [error, setError] = useState<string | null>(null);
+  const [copiedIndex, setCopiedIndex] = useState<number | null>(null);
+  const [copiedAll, setCopiedAll] = useState(false);
+  const [loadingText, setLoadingText] = useState(LOADING_TEXTS[0]);
+
+  const inputRef = useRef<HTMLInputElement>(null);
+  const modalRef = useRef<HTMLDivElement>(null);
+  const messagesEndRef = useRef<HTMLDivElement>(null);
+  const loadingIntervalRef = useRef<ReturnType<typeof setInterval> | null>(null);
+  const hasTriggeredRef = useRef(false);
+
+  // Dedicated focus effect — polls until the input actually has focus
+  useEffect(() => {
+    if (!isOpen) return;
+    let attempts = 0;
+    const focusTimer = setInterval(() => {
+      const el = inputRef.current;
+      if (el && document.activeElement !== el) {
+        el.focus({ preventScroll: true });
+      }
+      attempts++;
+      if (attempts >= 15 || document.activeElement === el) {
+        clearInterval(focusTimer);
+      }
+    }, 100);
+    return () => clearInterval(focusTimer);
+  }, [isOpen]);
+
+  useEffect(() => {
+    if (isOpen) {
+      document.body.style.overflow = 'hidden';
+
+      // Trigger initial search only once
+      if (triggerSearch && initialQuery && !hasTriggeredRef.current) {
+        hasTriggeredRef.current = true;
+        handleSearch(initialQuery);
+      }
+    } else {
+      document.body.style.overflow = 'unset';
+      setQuery('');
+      setMessages([]);
+      setError(null);
+      setIsLoading(false);
+      hasTriggeredRef.current = false;
+    }
+    return () => {
+      document.body.style.overflow = 'unset';
+    };
+  }, [isOpen, triggerSearch]);
+
+  useEffect(() => {
+    messagesEndRef.current?.scrollIntoView({ behavior: 'smooth' });
+  }, [messages, isLoading]);
+
+  // Global ESC handler
+  useEffect(() => {
+    if (!isOpen) return;
+    const handleEsc = (e: globalThis.KeyboardEvent) => {
+      if (e.key === 'Escape') {
+        const activeElement = document.activeElement;
+        const isInputFocused = activeElement === inputRef.current;
+
+        if (query.trim()) {
+          // If there's text, clear it but keep chat open
+          setQuery('');
+          inputRef.current?.focus();
+        } else if (!isInputFocused) {
+          // If no text and input is not focused, focus it
+          inputRef.current?.focus();
+        } else {
+          // If no text and input IS focused, close the chat
+          onClose();
+        }
+      }
+    };
+    document.addEventListener('keydown', handleEsc);
+    return () => document.removeEventListener('keydown', handleEsc);
+  }, [isOpen, onClose, query]);
+
+  const handleSearch = async (searchQuery: string = query) => {
+    if (!searchQuery.trim() || isLoading) return;
+
+    const newUserMessage: Message = { role: 'user', content: searchQuery, timestamp: Date.now() };
+    const newMessagesContext = [...messages, newUserMessage];
+
+    setMessages(newMessagesContext);
+    setQuery(''); // Always clear input after send
+    setError(null);
+
+    // Give the user message animation 400ms to arrive before showing "thinking"
+    setTimeout(() => {
+      setIsLoading(true);
+      // Start rotating loading texts
+      let textIdx = Math.floor(Math.random() * LOADING_TEXTS.length);
+      setLoadingText(LOADING_TEXTS[textIdx]);
+      loadingIntervalRef.current = setInterval(() => {
+        textIdx = (textIdx + 1) % LOADING_TEXTS.length;
+        setLoadingText(LOADING_TEXTS[textIdx]);
+      }, 2500);
+    }, 400);
+
+    trackEvent(AnalyticsEvents.FORM_SUBMIT, {
+      type: 'ai_chat',
+      query: searchQuery,
+    });
+
+    try {
+      const controller = new AbortController();
+      const timeout = setTimeout(() => controller.abort(), 60000);
+
+      const res = await fetch('/api/ai-search', {
+        method: 'POST',
+        headers: { 'Content-Type': 'application/json' },
+        signal: controller.signal,
+        body: JSON.stringify({
+          messages: newMessagesContext,
+          _honeypot: honeypot,
+        }),
+      });
+
+      clearTimeout(timeout);
+
+      const data = await res.json().catch(() => null);
+
+      if (!res.ok || !data) {
+        throw new Error(data?.error || `Server antwortete mit Status ${res.status}`);
+      }
+
+      setMessages((prev) => [
+        ...prev,
+        {
+          role: 'assistant',
+          content: data.answerText,
+          products: data.products,
+          timestamp: Date.now(),
+        },
+      ]);
+
+      setTimeout(() => inputRef.current?.focus(), 100);
+    } catch (err: any) {
+      console.error(err);
+      const msg =
+        err.name === 'AbortError'
+          ? 'Anfrage hat zu lange gedauert. Bitte versuche es erneut.'
+          : err.message || 'Ein Fehler ist aufgetreten.';
+
+      // Show error as a system message in the chat instead of a separate error banner
+      setMessages((prev) => [
+        ...prev,
+        {
+          role: 'assistant',
+          content: `⚠️ ${msg}`,
+          timestamp: Date.now(),
+        },
+      ]);
+
+      trackEvent(AnalyticsEvents.ERROR, {
+        location: 'ai_chat',
+        message: err.message,
+        query: searchQuery,
+      });
+    } finally {
+      setIsLoading(false);
+      if (loadingIntervalRef.current) {
+        clearInterval(loadingIntervalRef.current);
+        loadingIntervalRef.current = null;
+      }
+      // Always re-focus the input
+      setTimeout(() => inputRef.current?.focus(), 50);
+    }
+  };
+
+  const onKeyDown = (e: KeyboardEvent<HTMLInputElement>) => {
+    if (e.key === 'Enter') {
+      e.preventDefault();
+      handleSearch();
+    }
+    if (e.key === 'ArrowUp' && !query) {
+      // Find the last user message and put it into the input
+      const lastUserNav = [...messages].reverse().find((m) => m.role === 'user');
+      if (lastUserNav) {
+        e.preventDefault();
+        setQuery(lastUserNav.content);
+      }
+    }
+  };
+
+  const handleCopy = (content: string, index?: number) => {
+    navigator.clipboard.writeText(content);
+    if (index !== undefined) {
+      setCopiedIndex(index);
+      setTimeout(() => setCopiedIndex(null), 2000);
+    } else {
+      setCopiedAll(true);
+      setTimeout(() => setCopiedAll(false), 2000);
+    }
+  };
+
+  const handleCopyChat = () => {
+    const fullChat = messages
+      .map((m) => `${m.role === 'user' ? 'Du' : 'Ohm'}:\n${m.content}`)
+      .join('\n\n');
+    handleCopy(fullChat);
+  };
+
+  if (!isOpen) return null;
+
+  const handleBackdropClick = (e: React.MouseEvent) => {
+    if (e.target === e.currentTarget) {
+      onClose();
+    }
+  };
+
+  return (
+    <div
+      className="fixed inset-0 z-[100] flex items-start justify-center pt-6 md:pt-12 px-4"
+      onClick={handleBackdropClick}
+      role="dialog"
+      aria-modal="true"
+      style={{ animation: 'chatBackdropIn 0.4s ease-out forwards' }}
+    >
+      {/* Animated backdrop */}
+      <div
+        className="absolute inset-0 bg-[#000a18]/90 backdrop-blur-2xl"
+        style={{ animation: 'chatFadeIn 0.3s ease-out' }}
+      />
+
+      <div
+        ref={modalRef}
+        className="relative w-full max-w-3xl flex flex-col"
+        style={{
+          height: 'min(90vh, 900px)',
+          animation: 'chatSlideUp 0.5s cubic-bezier(0.16, 1, 0.3, 1) forwards',
+        }}
+      >
+        {/* ── Glassmorphism container ── */}
+        <div className="flex flex-col h-full rounded-3xl overflow-hidden border border-white/[0.08] bg-gradient-to-b from-white/[0.06] to-white/[0.02] shadow-[0_32px_64px_-12px_rgba(0,0,0,0.6)]">
+          {/* ── Header ── */}
+          <div className="flex items-center justify-between px-5 py-4 border-b border-white/[0.06]">
+            <div className="flex items-center gap-3">
+              <div className="w-8 h-8 overflow-hidden rounded-full">
+                <AIOrb isThinking={isLoading} hasError={!!error} />
+              </div>
+              <div>
+                <h2 className="text-white font-bold text-sm tracking-wide">Ohm</h2>
+                <p className="text-[10px] text-white/30 font-medium tracking-wider uppercase">
+                  {isLoading ? 'Denkt nach...' : error ? 'Fehler aufgetreten' : 'Online'}
+                </p>
+              </div>
+            </div>
+            <div className="flex items-center gap-2">
+              {messages.length > 0 && (
+                <button
+                  onClick={handleCopyChat}
+                  className="flex items-center gap-1.5 text-[10px] font-bold text-white/40 hover:text-white/80 transition-all duration-200 hover:bg-white/5 rounded-full px-3 py-1.5 cursor-pointer uppercase tracking-wider"
+                  title="gesamten Chat kopieren"
+                >
+                  {copiedAll ? (
+                    <Check className="w-3.5 h-3.5 text-accent" />
+                  ) : (
+                    <Copy className="w-3.5 h-3.5" />
+                  )}
+                  <span>{copiedAll ? 'Kopiert' : 'Chat kopieren'}</span>
+                </button>
+              )}
+              <button
+                onClick={onClose}
+                className="text-white/30 hover:text-white/80 transition-all duration-200 hover:bg-white/5 rounded-xl p-2 cursor-pointer"
+                aria-label="Close"
+              >
+                <X className="w-5 h-5" />
+              </button>
+            </div>
+          </div>
+
+          {/* ── Chat Area ── */}
+          <div className="flex-1 overflow-y-auto px-5 py-6 space-y-5 scroll-smooth chat-scrollbar">
+            {/* Empty state */}
+            {messages.length === 0 && !isLoading && !error && (
+              <div
+                className="flex flex-col items-center justify-center h-full text-center space-y-5"
+                style={{ animation: 'chatFadeIn 0.6s ease-out 0.3s both' }}
+              >
+                <div className="w-24 h-24 mb-2">
+                  <AIOrb isThinking={false} hasError={false} />
+                </div>
+                <div>
+                  <p className="text-xl md:text-2xl font-bold text-white/80">
+                    Wie kann ich helfen?
+                  </p>
+                  <p className="text-sm text-white/30 mt-2 max-w-md">
+                    Beschreibe dein Projekt, frag nach bestimmten Kabeln, oder nenne mir deine
+                    Anforderungen.
+                  </p>
+                </div>
+                {/* Quick prompts */}
+                <div className="flex flex-wrap justify-center gap-2 mt-4">
+                  {['Windpark 33kV Verkabelung', 'NYCWY 4x185', 'Erdkabel für Solarpark'].map(
+                    (prompt) => (
+                      <button
+                        key={prompt}
+                        onClick={() => handleSearch(prompt)}
+                        className="text-xs text-white/40 hover:text-white/80 border border-white/10 hover:border-white/20 hover:bg-white/5 rounded-full px-4 py-2 transition-all duration-200 cursor-pointer"
+                      >
+                        {prompt}
+                      </button>
+                    ),
+                  )}
+                </div>
+              </div>
+            )}
+
+            {/* Messages */}
+            {messages.map((msg, index) => (
+              <div
+                key={index}
+                className={`flex ${msg.role === 'user' ? 'justify-end' : 'justify-start'}`}
+                style={{
+                  animation: `chatMessageIn 0.4s cubic-bezier(0.16, 1, 0.3, 1) ${index * 0.05}s both`,
+                }}
+              >
+                <div
+                  className={`relative group max-w-[85%] rounded-2xl px-5 py-4 ${
+                    msg.role === 'user'
+                      ? 'bg-accent text-primary font-semibold rounded-br-lg'
+                      : 'bg-white/[0.05] border border-white/[0.06] text-white/90 rounded-bl-lg'
+                  }`}
+                >
+                  {/* Copy Button */}
+                  <button
+                    onClick={() => handleCopy(msg.content, index)}
+                    className={`absolute opacity-0 group-hover:opacity-100 transition-opacity p-1.5 rounded-lg cursor-pointer ${
+                      msg.role === 'user'
+                        ? 'top-2 right-2 bg-primary/10 hover:bg-primary/20 text-primary/60 hover:text-primary'
+                        : 'top-2 right-2 bg-white/5 hover:bg-white/10 text-white/40 hover:text-white'
+                    }`}
+                    title="Nachricht kopieren"
+                  >
+                    {copiedIndex === index ? (
+                      <Check className="w-3.5 h-3.5" />
+                    ) : (
+                      <Copy className="w-3.5 h-3.5" />
+                    )}
+                  </button>
+
+                  {msg.role === 'assistant' && (
+                    <div className="flex items-center gap-2 mb-2">
+                      <Sparkles className="w-3 h-3 text-accent/60" />
+                      <span className="text-[10px] font-bold tracking-widest uppercase text-accent/50">
+                        Ohm
+                      </span>
+                    </div>
+                  )}
+                  <div
+                    className={`text-sm md:text-[15px] leading-relaxed ${
+                      msg.role === 'assistant'
+                        ? 'prose prose-invert prose-sm prose-p:leading-relaxed prose-a:text-accent prose-strong:text-accent/90 prose-ul:list-disc prose-ol:list-decimal'
+                        : ''
+                    }`}
+                  >
+                    {msg.role === 'assistant' ? (
+                      <ReactMarkdown remarkPlugins={[remarkGfm]}>{msg.content}</ReactMarkdown>
+                    ) : (
+                      <p className="whitespace-pre-wrap">{msg.content}</p>
+                    )}
+                  </div>
+
+                  {/* Timestamp */}
+                  {!msg.products?.length && (
+                    <p
+                      className={`text-[9px] mt-2 font-medium tracking-wide ${msg.role === 'user' ? 'text-primary/40' : 'text-white/20'}`}
+                    >
+                      {new Date(msg.timestamp).toLocaleTimeString('de', {
+                        hour: '2-digit',
+                        minute: '2-digit',
+                      })}
+                    </p>
+                  )}
+
+                  {/* Product cards */}
+                  {msg.role === 'assistant' && msg.products && msg.products.length > 0 && (
+                    <div className="mt-4 space-y-2 border-t border-white/[0.06] pt-4">
+                      <h4 className="text-[10px] font-bold tracking-widest uppercase text-white/30 mb-2">
+                        Empfohlene Produkte
+                      </h4>
+                      <div className="grid grid-cols-1 sm:grid-cols-2 gap-2">
+                        {msg.products.map((product, idx) => (
+                          <Link
+                            key={idx}
+                            href={`/produkte/${product.slug}`}
+                            onClick={() => {
+                              onClose();
+                              trackEvent(AnalyticsEvents.BUTTON_CLICK, {
+                                target: product.slug,
+                                location: 'ai_chat',
+                              });
+                            }}
+                            className="group flex items-center justify-between bg-white/[0.04] hover:bg-white/[0.08] border border-white/[0.06] hover:border-accent/30 rounded-xl px-4 py-3 transition-all duration-300"
+                            style={{ animation: `chatFadeIn 0.3s ease-out ${idx * 0.1}s both` }}
+                          >
+                            <div className="min-w-0">
+                              <p className="text-[9px] font-bold text-white/25 tracking-wider">
+                                {product.sku}
+                              </p>
+                              <h5 className="text-xs font-bold text-white/70 group-hover:text-accent truncate transition-colors">
+                                {product.title}
+                              </h5>
+                            </div>
+                            <ChevronRight className="w-3.5 h-3.5 text-white/20 group-hover:text-accent shrink-0 ml-3 group-hover:translate-x-0.5 transition-all" />
+                          </Link>
+                        ))}
+                      </div>
+                    </div>
+                  )}
+                </div>
+              </div>
+            ))}
+
+            {/* Loading indicator */}
+            {isLoading && (
+              <div
+                className="flex justify-start"
+                style={{ animation: 'chatMessageIn 0.4s cubic-bezier(0.16, 1, 0.3, 1) forwards' }}
+              >
+                <div className="flex items-center gap-4 bg-white/[0.03] border border-white/[0.06] rounded-2xl rounded-bl-lg px-5 py-4">
+                  <div className="w-10 h-10 shrink-0">
+                    <AIOrb isThinking={true} hasError={false} />
+                  </div>
+                  <div>
+                    <p
+                      className="text-sm text-white/50 font-medium"
+                      style={{ animation: 'chatTextSwap 0.4s ease-out' }}
+                      key={loadingText}
+                    >
+                      {loadingText}
+                    </p>
+                    <div className="flex gap-1 mt-2">
+                      {[0, 1, 2].map((i) => (
+                        <div
+                          key={i}
+                          className="w-1.5 h-1.5 rounded-full bg-accent/40"
+                          style={{
+                            animation: 'chatDotBounce 1.2s ease-in-out infinite',
+                            animationDelay: `${i * 0.15}s`,
+                          }}
+                        />
+                      ))}
+                    </div>
+                  </div>
+                </div>
+              </div>
+            )}
+
+            {/* Error */}
+            {error && (
+              <div className="flex justify-start" style={{ animation: 'chatShake 0.5s ease-out' }}>
+                <div className="flex items-center gap-4 bg-red-500/[0.06] border border-red-500/20 rounded-2xl rounded-bl-lg px-5 py-4">
+                  <div className="w-10 h-10 shrink-0">
+                    <AIOrb isThinking={false} hasError={true} />
+                  </div>
+                  <div>
+                    <h3 className="text-sm font-bold text-red-300">Da ist was schiefgelaufen 😬</h3>
+                    <p className="text-xs text-red-300/60 mt-1">{error}</p>
+                    <button
+                      onClick={() => {
+                        setError(null);
+                        inputRef.current?.focus();
+                      }}
+                      className="flex items-center gap-1.5 text-[10px] font-bold text-red-300/50 hover:text-red-300 mt-2 transition-colors cursor-pointer"
+                    >
+                      <RotateCcw className="w-3 h-3" />
+                      Nochmal versuchen
+                    </button>
+                  </div>
+                </div>
+              </div>
+            )}
+
+            <div ref={messagesEndRef} />
+          </div>
+
+          {/* ── Input Area ── */}
+          <div className="px-5 pb-5 pt-3 border-t border-white/[0.04]">
+            <div
+              className={`relative flex items-center rounded-2xl transition-all duration-300 ${
+                query.trim()
+                  ? 'bg-white/[0.08] border border-accent/30 shadow-[0_0_20px_-4px_rgba(130,237,32,0.1)]'
+                  : 'bg-white/[0.04] border border-white/[0.06]'
+              }`}
+            >
+              <input
+                ref={inputRef}
+                type="text"
+                value={query}
+                onChange={(e) => setQuery(e.target.value)}
+                onKeyDown={onKeyDown}
+                placeholder="Nachricht eingeben..."
+                className="flex-1 bg-transparent border-none text-white text-sm md:text-base px-5 py-4 focus:outline-none placeholder:text-white/20"
+                disabled={isLoading}
+                tabIndex={1}
+                autoFocus
+              />
+              <input
+                type="text"
+                className="hidden"
+                value={honeypot}
+                onChange={(e) => setHoneypot(e.target.value)}
+                tabIndex={-1}
+                autoComplete="off"
+                aria-hidden="true"
+              />
+              <button
+                onClick={() => handleSearch()}
+                disabled={!query.trim() || isLoading}
+                className={`mr-2 w-9 h-9 rounded-xl flex items-center justify-center shrink-0 transition-all duration-300 cursor-pointer ${
+                  query.trim()
+                    ? 'bg-accent text-primary shadow-lg shadow-accent/20 hover:shadow-accent/40 hover:scale-105 active:scale-95'
+                    : 'bg-white/5 text-white/20'
+                }`}
+                aria-label="Nachricht senden"
+              >
+                <ArrowUp className="w-4 h-4" strokeWidth={2.5} />
+              </button>
+            </div>
+            <div className="flex items-center justify-center gap-3 mt-2.5">
+              <span className="text-[9px] uppercase tracking-[0.15em] font-medium text-white/15">
+                Enter zum Senden · Esc zum Schließen
+              </span>
+              <span className="text-[9px] uppercase tracking-[0.15em] font-medium text-white/15">
+                ·
+              </span>
+              <span className="text-[9px] uppercase tracking-[0.15em] font-medium text-accent/40 flex items-center gap-1">
+                🛡️ DSGVO-konform · EU-Server
+              </span>
+            </div>
+          </div>
+        </div>
+      </div>
+
+      {/* ── Keyframe animations ── */}
+      <style>{`
+        @keyframes chatBackdropIn {
+          from { opacity: 0; }
+          to { opacity: 1; }
+        }
+        @keyframes chatFadeIn {
+          from { opacity: 0; }
+          to { opacity: 1; }
+        }
+        @keyframes chatSlideUp {
+          from { opacity: 0; transform: translateY(40px) scale(0.96); }
+          to { opacity: 1; transform: translateY(0) scale(1); }
+        }
+        @keyframes chatMessageIn {
+          from { opacity: 0; transform: translateY(12px); }
+          to { opacity: 1; transform: translateY(0); }
+        }
+        @keyframes chatDotBounce {
+          0%, 80%, 100% { transform: scale(0.6); opacity: 0.3; }
+          40% { transform: scale(1); opacity: 1; }
+        }
+        @keyframes chatTextSwap {
+          from { opacity: 0; transform: translateY(4px); }
+          to { opacity: 1; transform: translateY(0); }
+        }
+        @keyframes chatShake {
+          0%, 100% { transform: translateX(0); }
+          15% { transform: translateX(-6px); }
+          30% { transform: translateX(5px); }
+          45% { transform: translateX(-4px); }
+          60% { transform: translateX(3px); }
+          75% { transform: translateX(-1px); }
+        }
+
+        /* Custom scrollbar */
+        .chat-scrollbar::-webkit-scrollbar {
+          width: 4px;
+        }
+        .chat-scrollbar::-webkit-scrollbar-track {
+          background: transparent;
+        }
+        .chat-scrollbar::-webkit-scrollbar-thumb {
+          background: rgba(255, 255, 255, 0.08);
+          border-radius: 4px;
+        }
+        .chat-scrollbar::-webkit-scrollbar-thumb:hover {
+          background: rgba(255, 255, 255, 0.16);
+        }
+        .chat-scrollbar {
+          scrollbar-width: thin;
+          scrollbar-color: rgba(255, 255, 255, 0.08) transparent;
+        }
+      `}</style>
+    </div>
+  );
+}
diff --git a/docker-compose.dev.yml b/docker-compose.dev.yml
index 2d504f82..2134214e 100644
--- a/docker-compose.dev.yml
+++ b/docker-compose.dev.yml
@@ -8,7 +8,7 @@ services:
       - infra
     labels:
       - "caddy=http://${TRAEFIK_HOST:-klz.localhost}"
-      - "caddy.reverse_proxy=host.docker.internal:3100"
+      - "caddy.reverse_proxy=http://klz-app:3000"
 
   # Full Docker dev (use with `pnpm run dev:docker`)
   klz-app:
@@ -26,13 +26,20 @@ services:
       - ${ENV_FILE:-.env}
     environment:
       NODE_ENV: development
+      # Force Garbage Collection before Docker kills the container (OOM)
+      NODE_OPTIONS: "--max-old-space-size=6144"
       NEXT_TELEMETRY_DISABLED: "1"
       POSTGRES_URI: postgres://${PAYLOAD_DB_USER:-payload}:${PAYLOAD_DB_PASSWORD:-120in09oenaoinsd9iaidon}@klz-db:5432/${PAYLOAD_DB_NAME:-payload}
       PAYLOAD_SECRET: ${PAYLOAD_SECRET:-fallback-secret-for-dev}
-      NODE_OPTIONS: "--max-old-space-size=8192"
-      UV_THREADPOOL_SIZE: "4"
+      UV_THREADPOOL_SIZE: "1"
+      RAYON_NUM_THREADS: "1"
+      NEXT_PRIVATE_WORKER_THREADS: "false"
       NPM_TOKEN: ${NPM_TOKEN:-}
       CI: "true"
+      QDRANT_URL: "http://klz-qdrant:6333"
+      REDIS_URL: "redis://klz-redis:6379"
+      MISTRAL_API_KEY: ${MISTRAL_API_KEY:-}
+      OPENROUTER_API_KEY: ${OPENROUTER_API_KEY:-}
     volumes:
       - .:/app
       - klz_node_modules:/app/node_modules
@@ -42,19 +49,34 @@ services:
       - /app/.git
       - /app/reference
       - /app/data
+
     deploy:
       resources:
         limits:
-          cpus: '4'
           memory: 8G
     command: >
-      sh -c "pnpm install && pnpm next dev --webpack --hostname 0.0.0.0"
+      sh -c "pnpm install --no-frozen-lockfile &&
+        while true; do 
+          (
+            echo '[warmup] Waiting for Next.js to be reachable...'
+            until curl -sf http://localhost:3000 > /dev/null; do sleep 2; done
+            echo '[warmup] Server is up! Pre-compiling routes...'
+            curl -sf http://localhost:3000/de > /dev/null 2>&1 && echo '[warmup] /de ready'
+            curl -sf http://localhost:3000/api/health/cms > /dev/null 2>&1 && echo '[warmup] /api/health/cms ready'
+            curl -sf -X POST -H 'Content-Type: application/json' -d '{\"messages\":[{\"role\":\"user\",\"content\":\"warmup\"}]}' http://localhost:3000/api/ai-search > /dev/null 2>&1 && echo '[warmup] /api/ai-search ready'
+            echo '[warmup] Syncing CMS data to Qdrant...'
+            SYNC_RESULT=$(curl -sf http://localhost:3000/api/sync-qdrant 2>&1)
+            echo \"[warmup] Qdrant sync: $SYNC_RESULT\"
+            echo '[warmup] All routes pre-compiled + Qdrant synced ✓'
+          ) &
+          pnpm next dev --webpack --hostname 0.0.0.0; 
+          echo '[klz-app] next dev exited, restarting in 2s...'; 
+          sleep 2; 
+        done"
     labels:
       - "traefik.enable=true"
       - "traefik.http.services.${PROJECT_NAME:-klz}-app-svc.loadbalancer.server.port=3000"
       - "traefik.docker.network=infra"
-      - "caddy=http://${TRAEFIK_HOST:-klz.localhost}"
-      - "caddy.reverse_proxy={{upstreams 3000}}"
 
   klz-db:
     image: postgres:15-alpine
@@ -75,6 +97,35 @@ services:
     ports:
       - "54322:5432"
 
+  klz-redis:
+    image: redis:7-alpine
+    restart: unless-stopped
+    networks:
+      - default
+    ports:
+      - "16379:6379"
+
+  klz-qdrant:
+    image: qdrant/qdrant:v1.13.2
+    restart: unless-stopped
+    volumes:
+      - klz_qdrant_data:/qdrant/storage
+    networks:
+      - default
+      - "16333:6333"
+
+  klz-kabelfachmann:
+    image: registry.infra.mintel.me/mintel/kabelfachmann-mcp:latest
+    restart: unless-stopped
+    networks:
+      - default
+    env_file:
+      - ${ENV_FILE:-.env}
+    environment:
+      QDRANT_URL: http://klz-qdrant:6333
+    depends_on:
+      - klz-qdrant
+
 networks:
   default:
     name: ${PROJECT_NAME:-klz-cables}-internal
@@ -84,6 +135,8 @@ networks:
 volumes:
   klz_db_data:
     external: false
+  klz_qdrant_data:
+    external: false
   klz_node_modules:
   klz_next_cache:
   klz_turbo_cache:
diff --git a/docker-compose.yml b/docker-compose.yml
index e2f388a5..06379298 100644
--- a/docker-compose.yml
+++ b/docker-compose.yml
@@ -100,6 +100,37 @@ services:
     networks:
       - default
 
+  klz-redis:
+    image: redis:7-alpine
+    restart: unless-stopped
+    networks:
+      - default
+
+  klz-qdrant:
+    image: qdrant/qdrant:v1.13.2
+    restart: unless-stopped
+    ports:
+      - "6333:6333"
+    environment:
+      QDRANT__SERVICE__HTTP_PORT: 6333
+      QDRANT__SERVICE__GRPC_PORT: 6334
+    volumes:
+      - klz_qdrant_data:/qdrant/storage
+    networks:
+      - default
+
+  klz-kabelfachmann:
+    image: registry.infra.mintel.me/mintel/kabelfachmann-mcp:latest
+    restart: unless-stopped
+    networks:
+      - default
+    env_file:
+      - ${ENV_FILE:-.env}
+    environment:
+      QDRANT_URL: http://klz-qdrant:6333
+    depends_on:
+      - klz-qdrant
+
 networks:
   default:
     name: ${PROJECT_NAME:-klz-cables}-internal
@@ -111,3 +142,5 @@ volumes:
     external: false
   klz_media_data:
     external: false
+  klz_qdrant_data:
+    external: false
diff --git a/eslint.config.mjs b/eslint.config.mjs
index 9bd59e89..28349226 100644
--- a/eslint.config.mjs
+++ b/eslint.config.mjs
@@ -23,7 +23,9 @@ export default [
             "tests/**",
             "next-env.d.ts",
             "reference/**",
-            "data/**"
+            "data/**",
+            "remotion/**",
+            "components/record-mode/**"
         ],
 
     },
diff --git a/next.config.mjs b/next.config.mjs
index 103c4165..5296df46 100644
--- a/next.config.mjs
+++ b/next.config.mjs
@@ -7,17 +7,28 @@ import { withPayload } from '@payloadcms/next/withPayload';
 const isProd = process.env.NODE_ENV === 'production';
 /** @type {import('next').NextConfig} */
 const nextConfig = {
+  transpilePackages: ['react-image-crop', '@react-three/fiber'],
   onDemandEntries: {
-    // Make sure entries are not disposed too quickly
-    maxInactiveAge: 60 * 1000,
+    // Keep compiled pages/routes in memory for 5 minutes (reduced from 25m to prevent OOM)
+    maxInactiveAge: 5 * 60 * 1000,
+    // Keep up to 2 pages in the dev buffer (reduced from 10 to prevent OOM)
+    pagesBufferLength: 2,
   },
   experimental: {
-    optimizePackageImports: ['lucide-react', 'framer-motion', '@/components/ui'],
-    cpus: 3,
+    optimizePackageImports: [
+      'lucide-react',
+      'framer-motion',
+      '@/components/ui',
+      '@sentry/nextjs',
+      '@payloadcms/richtext-lexical',
+      'react-hook-form',
+      'zod',
+      'date-fns',
+    ],
     workerThreads: false,
+    memoryBasedWorkersCount: true,
   },
   reactStrictMode: false,
-  swcMinify: true,
   productionBrowserSourceMaps: false,
   logging: {
     fetches: {
@@ -25,6 +36,21 @@ const nextConfig = {
     },
   },
   ...(isProd ? { output: 'standalone' } : {}),
+  // Prevent webpack from restarting when .env files are touched via Docker volume mount
+  webpack: (config, { dev }) => {
+    if (dev) {
+      config.watchOptions = {
+        ...config.watchOptions,
+        ignored: /node_modules|\.env/,
+        // Reduce poll frequency to lower CPU churn from VirtioFS
+        poll: 1000,
+        aggregateTimeout: 300,
+      };
+      // Reduce source map quality in dev for faster rebuilds
+      config.devtool = 'eval';
+    }
+    return config;
+  },
   async headers() {
     const isProd = process.env.NODE_ENV === 'production';
     const umamiDomain = new URL(process.env.UMAMI_API_ENDPOINT || 'https://analytics.infra.mintel.me').origin;
@@ -47,7 +73,7 @@ const nextConfig = {
       style-src 'self' 'unsafe-inline' https://fonts.googleapis.com;
       font-src 'self' https://fonts.gstatic.com;
       img-src 'self' data: blob: ${extraImgDomains};
-      connect-src 'self' ${umamiDomain} ${glitchtipDomain};
+      connect-src 'self' ${umamiDomain} ${glitchtipDomain} https://raw.githack.com https://raw.githubusercontent.com;
       frame-src 'self';
       object-src 'none';
       base-uri 'self';
@@ -393,6 +419,7 @@ const nextConfig = {
     ];
   },
   images: {
+    qualities: [25, 50, 75, 100],
     formats: ['image/webp'],
     deviceSizes: [640, 750, 828, 1080, 1200, 1920, 2048, 3840],
     remotePatterns: [
diff --git a/package.json b/package.json
index 15c33a9b..031f28bc 100644
--- a/package.json
+++ b/package.json
@@ -4,19 +4,26 @@
   "private": true,
   "packageManager": "pnpm@10.18.3",
   "dependencies": {
-    "@mintel/mail": "^1.8.21",
-    "@mintel/next-config": "^1.8.21",
-    "@mintel/next-feedback": "^1.8.21",
-    "@mintel/next-utils": "^1.8.21",
+    "@ai-sdk/google": "^3.0.31",
+    "@ai-sdk/openai": "^3.0.36",
+    "@mintel/mail": "^1.9.0",
+    "@mintel/next-config": "^1.9.0",
+    "@mintel/next-feedback": "^1.9.0",
+    "@mintel/next-utils": "^1.9.0",
+    "@mintel/payload-ai": "^1.9.15",
     "@payloadcms/db-postgres": "^3.77.0",
     "@payloadcms/email-nodemailer": "^3.77.0",
     "@payloadcms/next": "^3.77.0",
     "@payloadcms/richtext-lexical": "^3.77.0",
     "@payloadcms/ui": "^3.77.0",
+    "@qdrant/js-client-rest": "^1.17.0",
     "@react-email/components": "^1.0.7",
     "@react-pdf/renderer": "^4.3.2",
+    "@react-three/drei": "^10.7.7",
+    "@react-three/fiber": "^9.5.0",
     "@sentry/nextjs": "^10.39.0",
     "@types/recharts": "^2.0.1",
+    "ai": "^6.0.101",
     "axios": "^1.13.5",
     "clsx": "^2.1.1",
     "framer-motion": "^12.34.0",
@@ -24,6 +31,7 @@
     "gray-matter": "^4.0.3",
     "i18next": "^25.7.3",
     "import-in-the-middle": "^1.11.0",
+    "ioredis": "^5.9.3",
     "jsdom": "^27.4.0",
     "leaflet": "^1.9.4",
     "next": "16.1.6",
@@ -38,13 +46,17 @@
     "react-dom": "^19.2.4",
     "react-email": "^5.2.5",
     "react-leaflet": "^4.2.1",
+    "react-markdown": "^10.1.0",
     "recharts": "^3.7.0",
+    "rehype-raw": "^7.0.0",
+    "remark-gfm": "^4.0.1",
     "require-in-the-middle": "^8.0.1",
     "resend": "^3.5.0",
     "schema-dts": "^1.1.5",
     "sharp": "^0.34.5",
     "svg-to-pdfkit": "^0.1.8",
     "tailwind-merge": "^3.4.0",
+    "three": "^0.183.1",
     "xlsx": "npm:@e965/xlsx@^0.20.3",
     "zod": "3.25.76"
   },
@@ -53,8 +65,8 @@
     "@commitlint/config-conventional": "^20.4.0",
     "@cspell/dict-de-de": "^4.1.2",
     "@lhci/cli": "^0.15.1",
-    "@mintel/eslint-config": "1.8.21",
-    "@mintel/tsconfig": "^1.8.21",
+    "@mintel/eslint-config": "^1.9.0",
+    "@mintel/tsconfig": "^1.9.0",
     "@next/bundle-analyzer": "^16.1.6",
     "@tailwindcss/cli": "^4.1.18",
     "@tailwindcss/postcss": "^4.1.18",
@@ -80,6 +92,7 @@
     "lint-staged": "^16.2.7",
     "lucide-react": "^0.563.0",
     "pa11y-ci": "^4.0.1",
+    "pdf-parse": "^2.4.5",
     "postcss": "^8.5.6",
     "prettier": "^3.8.1",
     "puppeteer": "^24.37.3",
@@ -92,8 +105,8 @@
     "vitest": "^4.0.16"
   },
   "scripts": {
-    "dev": "bash -c 'trap \"COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml down\" EXIT INT TERM; docker network create infra 2>/dev/null || true && COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml down && COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml up klz-app klz-db --remove-orphans'",
-    "dev:local": "bash -c 'trap \"COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml down\" EXIT INT TERM; COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml up -d klz-db klz-proxy && POSTGRES_URI=NODE_ENV=development next dev --webpack --port 3100 --hostname 0.0.0.0'",
+    "dev": "bash -c '[ -f .env ] || (cp .env.example .env && sed -i.bak \"s/TRAEFIK_HOST=klz-cables.com/TRAEFIK_HOST=klz.localhost/\" .env && rm -f .env.bak && echo \"✅ Created .env from .env.example\"); trap \"COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml down\" EXIT INT TERM; docker network create infra 2>/dev/null || true && COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml down && COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml up klz-app klz-db klz-proxy klz-qdrant klz-redis --remove-orphans'",
+    "dev:local": "bash -c 'trap \"COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml down\" EXIT INT TERM; COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml up -d klz-db klz-proxy klz-qdrant klz-redis && POSTGRES_URI=NODE_ENV=development next dev --webpack --port 3100 --hostname 0.0.0.0'",
     "dev:infra": "COMPOSE_PROJECT_NAME=klz-2026 docker-compose -f docker-compose.dev.yml up -d klz-db klz-proxy",
     "build": "next build",
     "start": "next start",
@@ -125,6 +138,10 @@
     "assets:pull:prod": "bash ./scripts/assets-sync.sh prod local",
     "assets:sync:testing-to-staging": "bash ./scripts/assets-sync.sh testing staging",
     "assets:sync:staging-to-prod": "bash ./scripts/assets-sync.sh staging prod",
+    "qdrant:push:testing": "bash ./scripts/qdrant-sync.sh testing",
+    "qdrant:push:staging": "bash ./scripts/qdrant-sync.sh staging",
+    "qdrant:push:prod": "bash ./scripts/qdrant-sync.sh prod",
+    "qdrant:push:branch": "bash ./scripts/qdrant-sync.sh",
     "pagespeed:test": "tsx ./scripts/pagespeed-sitemap.ts",
     "pagespeed:audit": "./scripts/audit-local.sh",
     "pagespeed:urls": "tsx -e \"import sitemap from './app/sitemap'; sitemap().then(urls => console.log(urls.map(u => u.url).join('\\n')))\"",
@@ -151,6 +168,9 @@
     "overrides": {
       "next": "16.1.6",
       "minimatch": ">=10.2.2"
+    },
+    "patchedDependencies": {
+      "@mintel/payload-ai@1.9.15": "patches/@mintel__payload-ai@1.9.15.patch"
     }
   },
   "browserslist": [
diff --git a/patches/@mintel__payload-ai@1.9.15.patch b/patches/@mintel__payload-ai@1.9.15.patch
new file mode 100644
index 00000000..3593550a
--- /dev/null
+++ b/patches/@mintel__payload-ai@1.9.15.patch
@@ -0,0 +1,131 @@
+diff --git a/dist/components/ChatWindow/index.js b/dist/components/ChatWindow/index.js
+index 90c65bae4abb78beec98d8308e808e8ba341dcc2..f675dbc69ff82b64438288f53599c93a56391b64 100644
+--- a/dist/components/ChatWindow/index.js
++++ b/dist/components/ChatWindow/index.js
+@@ -2,7 +2,6 @@
+ import { jsx as _jsx, Fragment as _Fragment, jsxs as _jsxs } from "react/jsx-runtime";
+ import { useState } from 'react';
+ import { useChat } from '@ai-sdk/react';
+-import './ChatWindow.scss';
+ export const ChatWindowProvider = ({ children }) => {
+     return (_jsxs(_Fragment, { children: [children, _jsx(ChatWindow, {})] }));
+ };
+@@ -14,47 +13,63 @@ const ChatWindow = () => {
+         initialMessages: []
+     });
+     // Basic implementation to toggle chat window and submit messages
+-    return (_jsxs("div", { className: "payload-mcp-chat-container", children: [_jsx("button", { className: "payload-mcp-chat-toggle", onClick: () => setIsOpen(!isOpen), style: {
+-                    position: 'fixed',
+-                    bottom: '20px',
+-                    right: '20px',
+-                    zIndex: 9999,
+-                    padding: '12px 24px',
+-                    backgroundColor: '#000',
+-                    color: '#fff',
+-                    borderRadius: '8px',
+-                    border: 'none',
+-                    cursor: 'pointer',
+-                    fontWeight: 'bold'
+-                }, children: isOpen ? 'Close AI Chat' : 'Ask AI' }), isOpen && (_jsxs("div", { className: "payload-mcp-chat-window", style: {
+-                    position: 'fixed',
+-                    bottom: '80px',
+-                    right: '20px',
+-                    width: '400px',
+-                    height: '600px',
+-                    backgroundColor: '#fff',
+-                    border: '1px solid #eaeaea',
+-                    borderRadius: '12px',
+-                    zIndex: 9999,
+-                    display: 'flex',
+-                    flexDirection: 'column',
+-                    boxShadow: '0 10px 40px rgba(0,0,0,0.1)'
+-                }, children: [_jsx("div", { className: "chat-header", style: { padding: '16px', borderBottom: '1px solid #eaeaea', backgroundColor: '#f9f9f9', borderTopLeftRadius: '12px', borderTopRightRadius: '12px' }, children: _jsx("h3", { style: { margin: 0, fontSize: '16px' }, children: "Payload MCP Chat" }) }), _jsx("div", { className: "chat-messages", style: { flex: 1, padding: '16px', overflowY: 'auto' }, children: messages.map((m) => (_jsx("div", { style: {
+-                                marginBottom: '12px',
+-                                textAlign: m.role === 'user' ? 'right' : 'left'
+-                            }, children: _jsxs("div", { style: {
+-                                    display: 'inline-block',
+-                                    padding: '8px 12px',
+-                                    borderRadius: '8px',
+-                                    backgroundColor: m.role === 'user' ? '#000' : '#f0f0f0',
+-                                    color: m.role === 'user' ? '#fff' : '#000',
+-                                    maxWidth: '80%'
+-                                }, children: [m.role === 'user' ? 'G: ' : 'AI: ', m.content] }) }, m.id))) }), _jsx("form", { onSubmit: handleSubmit, style: { padding: '16px', borderTop: '1px solid #eaeaea' }, children: _jsx("input", { value: input, placeholder: "Ask me anything or use /commands...", onChange: handleInputChange, style: {
+-                                width: '100%',
+-                                padding: '12px',
+-                                borderRadius: '8px',
+-                                border: '1px solid #eaeaea',
+-                                boxSizing: 'border-box'
+-                            } }) })] }))] }));
++    return (_jsxs("div", {
++        className: "payload-mcp-chat-container", children: [_jsx("button", {
++            className: "payload-mcp-chat-toggle", onClick: () => setIsOpen(!isOpen), style: {
++                position: 'fixed',
++                bottom: '20px',
++                right: '20px',
++                zIndex: 9999,
++                padding: '12px 24px',
++                backgroundColor: '#000',
++                color: '#fff',
++                borderRadius: '8px',
++                border: 'none',
++                cursor: 'pointer',
++                fontWeight: 'bold'
++            }, children: isOpen ? 'Close AI Chat' : 'Ask AI'
++        }), isOpen && (_jsxs("div", {
++            className: "payload-mcp-chat-window", style: {
++                position: 'fixed',
++                bottom: '80px',
++                right: '20px',
++                width: '400px',
++                height: '600px',
++                backgroundColor: '#fff',
++                border: '1px solid #eaeaea',
++                borderRadius: '12px',
++                zIndex: 9999,
++                display: 'flex',
++                flexDirection: 'column',
++                boxShadow: '0 10px 40px rgba(0,0,0,0.1)'
++            }, children: [_jsx("div", { className: "chat-header", style: { padding: '16px', borderBottom: '1px solid #eaeaea', backgroundColor: '#f9f9f9', borderTopLeftRadius: '12px', borderTopRightRadius: '12px' }, children: _jsx("h3", { style: { margin: 0, fontSize: '16px' }, children: "Payload MCP Chat" }) }), _jsx("div", {
++                className: "chat-messages", style: { flex: 1, padding: '16px', overflowY: 'auto' }, children: messages.map((m) => (_jsx("div", {
++                    style: {
++                        marginBottom: '12px',
++                        textAlign: m.role === 'user' ? 'right' : 'left'
++                    }, children: _jsxs("div", {
++                        style: {
++                            display: 'inline-block',
++                            padding: '8px 12px',
++                            borderRadius: '8px',
++                            backgroundColor: m.role === 'user' ? '#000' : '#f0f0f0',
++                            color: m.role === 'user' ? '#fff' : '#000',
++                            maxWidth: '80%'
++                        }, children: [m.role === 'user' ? 'G: ' : 'AI: ', m.content]
++                    })
++                }, m.id)))
++            }), _jsx("form", {
++                onSubmit: handleSubmit, style: { padding: '16px', borderTop: '1px solid #eaeaea' }, children: _jsx("input", {
++                    value: input, placeholder: "Ask me anything or use /commands...", onChange: handleInputChange, style: {
++                        width: '100%',
++                        padding: '12px',
++                        borderRadius: '8px',
++                        border: '1px solid #eaeaea',
++                        boxSizing: 'border-box'
++                    }
++                })
++            })]
++        }))]
++    }));
+ };
+ //# sourceMappingURL=index.js.map
+\ No newline at end of file
+diff --git a/src/components/ChatWindow/index.tsx b/src/components/ChatWindow/index.tsx
+index 9081ae77d4eae53ce660e285c1a6babde99ceaab..f262f1dd0fd1199734024cc27905d956e31900a2 100644
+--- a/src/components/ChatWindow/index.tsx
++++ b/src/components/ChatWindow/index.tsx
+@@ -2,7 +2,6 @@
+ 
+ import React, { useState } from 'react'
+ import { useChat } from '@ai-sdk/react'
+-import './ChatWindow.scss'
+ 
+ export const ChatWindowProvider: React.FC<{ children: React.ReactNode }> = ({ children }) => {
+     return (
diff --git a/payload.config.ts b/payload.config.ts
index 289ba29c..23de3294 100644
--- a/payload.config.ts
+++ b/payload.config.ts
@@ -23,6 +23,13 @@ import { Products } from './src/payload/collections/Products';
 import { Pages } from './src/payload/collections/Pages';
 import { seedDatabase } from './src/payload/seed';
 
+const isMigrate = process.argv.includes('migrate');
+let chatPlugin: any = null;
+if (!isMigrate) {
+  const mod = await import('@mintel/payload-ai');
+  chatPlugin = mod.payloadChatPlugin;
+}
+
 const filename = fileURLToPath(import.meta.url);
 const dirname = path.dirname(filename);
 
@@ -98,5 +105,14 @@ export default buildConfig({
       })
     : undefined,
   sharp,
-  plugins: [],
+  plugins: [
+    ...(chatPlugin
+      ? [
+          chatPlugin({
+            enabled: true,
+            mcpServers: [{ name: 'klz-qdrant-mcp' }],
+          }),
+        ]
+      : []),
+  ],
 });
diff --git a/pnpm-lock.yaml b/pnpm-lock.yaml
index 39b47d21..ed77caea 100644
--- a/pnpm-lock.yaml
+++ b/pnpm-lock.yaml
@@ -8,22 +8,36 @@ overrides:
   next: 16.1.6
   minimatch: '>=10.2.2'
 
+patchedDependencies:
+  '@mintel/payload-ai@1.9.15':
+    hash: 934315d3f15180552789a94bf76c34624501f601cc7409c24da3dc27af96c8fb
+    path: patches/@mintel__payload-ai@1.9.15.patch
+
 importers:
 
   .:
     dependencies:
+      '@ai-sdk/google':
+        specifier: ^3.0.31
+        version: 3.0.31(zod@3.25.76)
+      '@ai-sdk/openai':
+        specifier: ^3.0.36
+        version: 3.0.36(zod@3.25.76)
       '@mintel/mail':
-        specifier: ^1.8.21
-        version: 1.8.21(react-dom@19.2.4(react@19.2.4))(react@19.2.4)
+        specifier: ^1.9.0
+        version: 1.9.5(react-dom@19.2.4(react@19.2.4))(react@19.2.4)
       '@mintel/next-config':
-        specifier: ^1.8.21
-        version: 1.8.21(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(@opentelemetry/context-async-hooks@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/core@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.1(@opentelemetry/api@1.9.0))(@swc/helpers@0.5.18)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)(typescript@5.9.3)(webpack@5.105.0(esbuild@0.25.12))
+        specifier: ^1.9.0
+        version: 1.9.5(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(@opentelemetry/context-async-hooks@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/core@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.1(@opentelemetry/api@1.9.0))(@swc/helpers@0.5.18)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)(typescript@5.9.3)(webpack@5.105.0(esbuild@0.25.12))
       '@mintel/next-feedback':
-        specifier: ^1.8.21
-        version: 1.8.21(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)
+        specifier: ^1.9.0
+        version: 1.9.5(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)
       '@mintel/next-utils':
-        specifier: ^1.8.21
-        version: 1.8.21(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(@swc/helpers@0.5.18)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)(typescript@5.9.3)
+        specifier: ^1.9.0
+        version: 1.9.5(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(@swc/helpers@0.5.18)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)(typescript@5.9.3)
+      '@mintel/payload-ai':
+        specifier: ^1.9.15
+        version: 1.9.15(patch_hash=934315d3f15180552789a94bf76c34624501f601cc7409c24da3dc27af96c8fb)(@payloadcms/next@3.77.0(@types/react@19.2.13)(graphql@16.12.0)(monaco-editor@0.55.1)(next@16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3))(payload@3.77.0(graphql@16.12.0)(typescript@5.9.3))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(typescript@5.9.3))(@payloadcms/ui@3.77.0(@types/react@19.2.13)(monaco-editor@0.55.1)(next@16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3))(payload@3.77.0(graphql@16.12.0)(typescript@5.9.3))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(typescript@5.9.3))(payload@3.77.0(graphql@16.12.0)(typescript@5.9.3))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(typescript@5.9.3)(ws@8.19.0)
       '@payloadcms/db-postgres':
         specifier: ^3.77.0
         version: 3.77.0(@opentelemetry/api@1.9.0)(payload@3.77.0(graphql@16.12.0)(typescript@5.9.3))
@@ -39,18 +53,30 @@ importers:
       '@payloadcms/ui':
         specifier: ^3.77.0
         version: 3.77.0(@types/react@19.2.13)(monaco-editor@0.55.1)(next@16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3))(payload@3.77.0(graphql@16.12.0)(typescript@5.9.3))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(typescript@5.9.3)
+      '@qdrant/js-client-rest':
+        specifier: ^1.17.0
+        version: 1.17.0(typescript@5.9.3)
       '@react-email/components':
         specifier: ^1.0.7
         version: 1.0.7(react-dom@19.2.4(react@19.2.4))(react@19.2.4)
       '@react-pdf/renderer':
         specifier: ^4.3.2
         version: 4.3.2(react@19.2.4)
+      '@react-three/drei':
+        specifier: ^10.7.7
+        version: 10.7.7(@react-three/fiber@9.5.0(@types/react@19.2.13)(immer@11.1.4)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(three@0.183.1))(@types/react@19.2.13)(@types/three@0.183.1)(immer@11.1.4)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(three@0.183.1)
+      '@react-three/fiber':
+        specifier: ^9.5.0
+        version: 9.5.0(@types/react@19.2.13)(immer@11.1.4)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(three@0.183.1)
       '@sentry/nextjs':
         specifier: ^10.39.0
         version: 10.39.0(@opentelemetry/context-async-hooks@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/core@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.1(@opentelemetry/api@1.9.0))(next@16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3))(react@19.2.4)(webpack@5.105.0(esbuild@0.25.12))
       '@types/recharts':
         specifier: ^2.0.1
         version: 2.0.1(@types/react@19.2.13)(react-dom@19.2.4(react@19.2.4))(react-is@16.13.1)(react@19.2.4)(redux@5.0.1)
+      ai:
+        specifier: ^6.0.101
+        version: 6.0.101(zod@3.25.76)
       axios:
         specifier: ^1.13.5
         version: 1.13.5(debug@4.4.3)
@@ -72,6 +98,9 @@ importers:
       import-in-the-middle:
         specifier: ^1.11.0
         version: 1.15.0
+      ioredis:
+        specifier: ^5.9.3
+        version: 5.9.3
       jsdom:
         specifier: ^27.4.0
         version: 27.4.0
@@ -114,9 +143,18 @@ importers:
       react-leaflet:
         specifier: ^4.2.1
         version: 4.2.1(leaflet@1.9.4)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)
+      react-markdown:
+        specifier: ^10.1.0
+        version: 10.1.0(@types/react@19.2.13)(react@19.2.4)
       recharts:
         specifier: ^3.7.0
         version: 3.7.0(@types/react@19.2.13)(react-dom@19.2.4(react@19.2.4))(react-is@16.13.1)(react@19.2.4)(redux@5.0.1)
+      rehype-raw:
+        specifier: ^7.0.0
+        version: 7.0.0
+      remark-gfm:
+        specifier: ^4.0.1
+        version: 4.0.1
       require-in-the-middle:
         specifier: ^8.0.1
         version: 8.0.1
@@ -135,6 +173,9 @@ importers:
       tailwind-merge:
         specifier: ^3.4.0
         version: 3.4.0
+      three:
+        specifier: ^0.183.1
+        version: 0.183.1
       xlsx:
         specifier: npm:@e965/xlsx@^0.20.3
         version: '@e965/xlsx@0.20.3'
@@ -155,11 +196,11 @@ importers:
         specifier: ^0.15.1
         version: 0.15.1
       '@mintel/eslint-config':
-        specifier: 1.8.21
-        version: 1.8.21(@typescript-eslint/parser@8.56.1(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
+        specifier: ^1.9.0
+        version: 1.9.5(@typescript-eslint/parser@8.56.1(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)
       '@mintel/tsconfig':
-        specifier: ^1.8.21
-        version: 1.8.21
+        specifier: ^1.9.0
+        version: 1.9.5
       '@next/bundle-analyzer':
         specifier: ^16.1.6
         version: 16.1.6
@@ -235,6 +276,9 @@ importers:
       pa11y-ci:
         specifier: ^4.0.1
         version: 4.0.1(typescript@5.9.3)
+      pdf-parse:
+        specifier: ^2.4.5
+        version: 2.4.5
       postcss:
         specifier: ^8.5.6
         version: 8.5.6
@@ -271,6 +315,58 @@ packages:
   '@acemir/cssom@0.9.31':
     resolution: {integrity: sha512-ZnR3GSaH+/vJ0YlHau21FjfLYjMpYVIzTD8M8vIEQvIGxeOXyXdzCI140rrCY862p/C/BbzWsjc1dgnM9mkoTA==}
 
+  '@ai-sdk/gateway@3.0.55':
+    resolution: {integrity: sha512-7xMeTJnCjwRwXKVCiv4Ly4qzWvDuW3+W1WIV0X1EFu6W83d4mEhV9bFArto10MeTw40ewuDjrbrZd21mXKohkw==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4.1.8
+
+  '@ai-sdk/gateway@3.0.66':
+    resolution: {integrity: sha512-SIQ0YY0iMuv+07HLsZ+bB990zUJ6S4ujORAh+Jv1V2KGNn73qQKnGO0JBk+w+Res8YqOFSycwDoWcFlQrVxS4A==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4.1.8
+
+  '@ai-sdk/google@3.0.31':
+    resolution: {integrity: sha512-RVNz8WFSIRbXbYDBE6JvlE2escWPJimBCs22LzKEYH7DNfl/X7cHNa1LFho4PsY6Ib0JmbzB8s2+i0wHs/wNCg==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4.1.8
+
+  '@ai-sdk/openai@3.0.36':
+    resolution: {integrity: sha512-foY3onGY8l3q9niMw0Cwe9xrYnm46keIWL57NRw6F3DKzSW9TYTfx0cQJs/j8lXJ8lPzqNxpMO/zXOkqCUt3IQ==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4.1.8
+
+  '@ai-sdk/openai@3.0.41':
+    resolution: {integrity: sha512-IZ42A+FO+vuEQCVNqlnAPYQnnUpUfdJIwn1BEDOBywiEHa23fw7PahxVtlX9zm3/zMvTW4JKPzWyvAgDu+SQ2A==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4.1.8
+
+  '@ai-sdk/provider-utils@4.0.15':
+    resolution: {integrity: sha512-8XiKWbemmCbvNN0CLR9u3PQiet4gtEVIrX4zzLxnCj06AwsEDJwJVBbKrEI4t6qE8XRSIvU2irka0dcpziKW6w==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4.1.8
+
+  '@ai-sdk/provider-utils@4.0.19':
+    resolution: {integrity: sha512-3eG55CrSWCu2SXlqq2QCsFjo3+E7+Gmg7i/oRVoSZzIodTuDSfLb3MRje67xE9RFea73Zao7Lm4mADIfUETKGg==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4.1.8
+
+  '@ai-sdk/provider@3.0.8':
+    resolution: {integrity: sha512-oGMAgGoQdBXbZqNG0Ze56CHjDZ1IDYOwGYxYjO5KLSlz5HiNQ9udIXsPZ61VWaHGZ5XW/jyjmr6t2xz2jGVwbQ==}
+    engines: {node: '>=18'}
+
+  '@ai-sdk/react@3.0.118':
+    resolution: {integrity: sha512-fBAix8Jftxse6/2YJnOFkwW1/O6EQK4DK68M9DlFmZGAzBmsaHXEPVS77sVIlkaOWCy11bE7434NAVXRY+3OsQ==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      react: ^18 || ~19.0.1 || ~19.1.2 || ^19.2.1
+
   '@alloc/quick-lru@5.2.0':
     resolution: {integrity: sha512-UrcABB+4bUrFABwbluTIBErXwvbsU/V7TZWfmbgJfbkwiBuziS9gxdODUyuiecfdGQ85jglMW6juS3+z5TsKLw==}
     engines: {node: '>=10'}
@@ -727,10 +823,6 @@ packages:
   '@dimforge/rapier3d-compat@0.12.0':
     resolution: {integrity: sha512-uekIGetywIgopfD97oDL5PfeezkFpNhwlzlaEYNOA0N6ghdsOvh/HYjSMek5Q2O1PYvRSDFcqFVJl4r4ZBwOow==}
 
-  '@directus/sdk@21.1.0':
-    resolution: {integrity: sha512-Ig8zZAQDbc7QMIM54N+x71C04lni9MN9yalNAezjDjFdNknTJzupDY7V5cb+kOJL8GsqDE9Bg8xq8xCmkDVs5A==}
-    engines: {node: '>=22'}
-
   '@discoveryjs/json-ext@0.5.7':
     resolution: {integrity: sha512-dBVuXR082gk3jsFp7Rd/JI4kytwGHecnCoTtXFb7DB6CNHp4rg5k1bhg0nWdLGLnOV71lmDzGQaLMy8iPLY0pw==}
     engines: {node: '>=10.0.0'}
@@ -1420,6 +1512,12 @@ packages:
   '@hapi/topo@6.0.2':
     resolution: {integrity: sha512-KR3rD5inZbGMrHmgPxsJ9dbi6zEK+C3ZwUwTa+eMwWLz7oijWUTWD2pMSNNYJAU6Qq+65NkxXjqHr/7LM2Xkqg==}
 
+  '@hono/node-server@1.19.11':
+    resolution: {integrity: sha512-dr8/3zEaB+p0D2n/IUrlPF1HZm586qgJNXK1a9fhg/PzdtkK7Ksd5l312tJX2yBuALqDYBlG20QEbayqPyxn+g==}
+    engines: {node: '>=18.14.1'}
+    peerDependencies:
+      hono: ^4
+
   '@html-validate/stylish@4.3.0':
     resolution: {integrity: sha512-eUfvKpRJg5TvzSfTf2EovrQoTKjkRnPUOUnXVJ2cQ4GbC/bQw98oxN+DdSf+HxOBK00YOhsP52xWdJPV1o4n5w==}
     engines: {node: '>= 18'}
@@ -1577,6 +1675,9 @@ packages:
     cpu: [x64]
     os: [win32]
 
+  '@ioredis/commands@1.5.0':
+    resolution: {integrity: sha512-eUgLqrMf8nJkZxT24JvVRrQya1vZkQh8BBeYNwGDqa5I0VUi8ACx7uFvAaLxintokpTenkK6DASvo/bvNbBGow==}
+
   '@isaacs/cliui@8.0.2':
     resolution: {integrity: sha512-O8jcjabXaleOG9DQ0+ARXWZBTfnP4WNAqzuiJK7ll44AmxGKv/J2M4TPjxjY3znBCfvBXFzucm1twdyFybFqEA==}
     engines: {node: '>=12'}
@@ -1688,32 +1789,66 @@ packages:
   '@lhci/utils@0.15.1':
     resolution: {integrity: sha512-WclJnUQJeOMY271JSuaOjCv/aA0pgvuHZS29NFNdIeI14id8eiFsjith85EGKYhljgoQhJ2SiW4PsVfFiakNNw==}
 
+  '@mediapipe/tasks-vision@0.10.17':
+    resolution: {integrity: sha512-CZWV/q6TTe8ta61cZXjfnnHsfWIdFhms03M9T7Cnd5y2mdpylJM0rF1qRq+wsQVRMLz1OYPVEBU9ph2Bx8cxrg==}
+
   '@medv/finder@4.0.2':
     resolution: {integrity: sha512-RraNY9SCcx4KZV0Dh6BEW6XEW2swkqYca74pkFFRw6hHItSHiy+O/xMnpbofjYbzXj0tSpBGthUF1hHTsr3vIQ==}
 
-  '@mintel/eslint-config@1.8.21':
-    resolution: {integrity: sha512-GH5tm1y89AhD+Lxf95BGCOdy7Nv1OPNLWrUpaTR6jsuKfH2dm9fU66LF7sDH5THmrkfAZ8zSzHJsKPjintv3IA==}
+  '@mintel/content-engine@1.9.10':
+    resolution: {integrity: sha512-rv5vJ1bQkW713q14tPLOgRt5Y7+t4tu76i3H3tJkCADAqGvLrM/QuI9SF6aR9H8/KHzzF7BjRHDFsHPYqzQhpg==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Fcontent-engine/-/1.9.10/content-engine-1.9.10.tgz}
 
-  '@mintel/mail@1.8.21':
-    resolution: {integrity: sha512-leZV9gINmxD4eVJ3Ij9KdrQoyib67NVHgL/93J7KcWSUWKbr2HVuKUBpiWImeeEZn3JO0f7JwRbVUzXPBRVeQA==}
+  '@mintel/eslint-config@1.9.5':
+    resolution: {integrity: sha512-nZylW/99gnzkU/oCQNR5Muj6/gGYsf1EJSM8LSRAU3sU6wR3kUu4cba7LVQPb6uTrfW8CzD2JsL8pzanDqSZzA==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Feslint-config/-/1.9.5/eslint-config-1.9.5.tgz}
+
+  '@mintel/journaling@1.9.10':
+    resolution: {integrity: sha512-wuOz6bhloVgw1yiA3OhRMxak7pqB5kft62QjxPz1w+LSRaRR4nDXRR1qhSdKlcqLhEJL5+kljJnVMZ3N2UhJnw==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Fjournaling/-/1.9.10/journaling-1.9.10.tgz}
+
+  '@mintel/mail@1.9.5':
+    resolution: {integrity: sha512-g7+pL2/NFrmjAgMUHHj4GTpWestabdIZBR0UkMiJBsEFpxu7TFJXorFw418w/z+G21JQDKLyQrT/NpNLaCFW+Q==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Fmail/-/1.9.5/mail-1.9.5.tgz}
     peerDependencies:
       react: ^19.0.0
       react-dom: ^19.0.0
 
-  '@mintel/next-config@1.8.21':
-    resolution: {integrity: sha512-K4jb9Glf84a212BRZ/zmOUueBphmsikvStFCuDc5lxyFT+Hkj4w8ChmtI7gaUxHMrftooduGPXJ1+NFpKkvc/Q==}
+  '@mintel/meme-generator@1.9.10':
+    resolution: {integrity: sha512-Mg89RH4KgKOmpFF1G6DNu/LPzzQg2CgV15lazpsLa8ce/XydcSXOv2QvS2jk3kytGHOgqnu3j3xAn10Yi4KgvA==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Fmeme-generator/-/1.9.10/meme-generator-1.9.10.tgz}
 
-  '@mintel/next-feedback@1.8.21':
-    resolution: {integrity: sha512-n2KzGDbOvAskuzjbt8h5EOMSEnISxHrsXxJwDdMxCXEgmzfJSvWpP2mAqb684dimOwo1UWHE6DMSAFc1FXeYwg==}
+  '@mintel/next-config@1.9.5':
+    resolution: {integrity: sha512-gnEtpoGXHjFwPIccU5GUoqqkAL1vni1uNtxSJ1XkG4z8HVQ9C3dH4IxxmUqMJaLL0fTSDOZpZKZIV0C1C28iyg==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Fnext-config/-/1.9.5/next-config-1.9.5.tgz}
+
+  '@mintel/next-feedback@1.9.5':
+    resolution: {integrity: sha512-7h9ClhTiEA86u+8hrdJohoPJUkVGy6txSo9P9/7//wS/CL81c5azV7GrGDS/pdGmAYdkVSp14i3/8Uq9lqTlZA==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Fnext-feedback/-/1.9.5/next-feedback-1.9.5.tgz}
     peerDependencies:
       react: ^19.0.0
       react-dom: ^19.0.0
 
-  '@mintel/next-utils@1.8.21':
-    resolution: {integrity: sha512-sr0yDtySGou+3DNvrqY6HWSHCiVIc8nnoRbckyPMSE21AGxk2aJineXGy9BO9tulSBdhStm2SgdC7McMFTszug==}
+  '@mintel/next-utils@1.9.5':
+    resolution: {integrity: sha512-Ndcf2AONTccw8zMbsyFudubBsnoXfYuYoRPGq3d5OLcKfzlz+2g0ee8xcsNFwa9fpnAAMlvauYu0mIRGA/ydVA==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Fnext-utils/-/1.9.5/next-utils-1.9.5.tgz}
 
-  '@mintel/tsconfig@1.8.21':
-    resolution: {integrity: sha512-ePBfBZiijyXKOS6nLIyxkg7QDZEEC1TugzNhmvwwpc0Yh7BmVHyNpvjg6zKsoGj2rok+9Kc8mLH1WihQIs8SKg==}
+  '@mintel/payload-ai@1.9.15':
+    resolution: {integrity: sha512-8TZ1imcLgOjXZsBt6fQMVLfkhsIRKz7tJqq5aTnOO28kwCb+TvTh+5AgZWKWxxTSXPYcpc3Zt97kNraOT18dzg==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Fpayload-ai/-/1.9.15/payload-ai-1.9.15.tgz}
+    peerDependencies:
+      '@payloadcms/next': '>=3.0.0'
+      '@payloadcms/ui': '>=3.0.0'
+      payload: '>=3.0.0'
+      react: '>=18.0.0'
+      react-dom: '>=18.0.0'
+
+  '@mintel/thumbnail-generator@1.9.10':
+    resolution: {integrity: sha512-3YcM4w7ysuffsxUJenx7RRSyTFhirDXDTgQ1KbRhNxkQH+9fCQUrH72w9lDNCZmP2776TSmwDPK46KD5CAGKzw==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Fthumbnail-generator/-/1.9.10/thumbnail-generator-1.9.10.tgz}
+
+  '@mintel/tsconfig@1.9.5':
+    resolution: {integrity: sha512-dxYJoGAE+9vwaPIpQL3NCzyEKMFYuJyDwWmCuUeP0lFo91brgSpHfl4cw98sK8UsrncIP6r4YvAgncooVnovaQ==, tarball: https://git.infra.mintel.me/api/packages/mmintel/npm/%40mintel%2Ftsconfig/-/1.9.5/tsconfig-1.9.5.tgz}
+
+  '@modelcontextprotocol/sdk@1.27.1':
+    resolution: {integrity: sha512-sr6GbP+4edBwFndLbM60gf07z0FQ79gaExpnsjMGePXqFcSSb7t6iscpjk9DhFhwd+mTEQrzNafGP8/iGGFYaA==}
+    engines: {node: '>=18'}
+    peerDependencies:
+      '@cfworker/json-schema': ^4.1.1
+      zod: ^3.25 || ^4.0
+    peerDependenciesMeta:
+      '@cfworker/json-schema':
+        optional: true
 
   '@monaco-editor/loader@1.7.0':
     resolution: {integrity: sha512-gIwR1HrJrrx+vfyOhYmCZ0/JcWqG5kbfG7+d3f/C1LXk2EvzAbHSg3MQ5lO2sMlo9izoAZ04shohfKLVT6crVA==}
@@ -1725,6 +1860,75 @@ packages:
       react: ^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
       react-dom: ^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
 
+  '@monogrid/gainmap-js@3.4.0':
+    resolution: {integrity: sha512-2Z0FATFHaoYJ8b+Y4y4Hgfn3FRFwuU5zRrk+9dFWp4uGAdHGqVEdP7HP+gLA3X469KXHmfupJaUbKo1b/aDKIg==}
+    peerDependencies:
+      three: '>= 0.159.0'
+
+  '@napi-rs/canvas-android-arm64@0.1.80':
+    resolution: {integrity: sha512-sk7xhN/MoXeuExlggf91pNziBxLPVUqF2CAVnB57KLG/pz7+U5TKG8eXdc3pm0d7Od0WreB6ZKLj37sX9muGOQ==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [android]
+
+  '@napi-rs/canvas-darwin-arm64@0.1.80':
+    resolution: {integrity: sha512-O64APRTXRUiAz0P8gErkfEr3lipLJgM6pjATwavZ22ebhjYl/SUbpgM0xcWPQBNMP1n29afAC/Us5PX1vg+JNQ==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [darwin]
+
+  '@napi-rs/canvas-darwin-x64@0.1.80':
+    resolution: {integrity: sha512-FqqSU7qFce0Cp3pwnTjVkKjjOtxMqRe6lmINxpIZYaZNnVI0H5FtsaraZJ36SiTHNjZlUB69/HhxNDT1Aaa9vA==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [darwin]
+
+  '@napi-rs/canvas-linux-arm-gnueabihf@0.1.80':
+    resolution: {integrity: sha512-eyWz0ddBDQc7/JbAtY4OtZ5SpK8tR4JsCYEZjCE3dI8pqoWUC8oMwYSBGCYfsx2w47cQgQCgMVRVTFiiO38hHQ==}
+    engines: {node: '>= 10'}
+    cpu: [arm]
+    os: [linux]
+
+  '@napi-rs/canvas-linux-arm64-gnu@0.1.80':
+    resolution: {integrity: sha512-qwA63t8A86bnxhuA/GwOkK3jvb+XTQaTiVML0vAWoHyoZYTjNs7BzoOONDgTnNtr8/yHrq64XXzUoLqDzU+Uuw==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [linux]
+
+  '@napi-rs/canvas-linux-arm64-musl@0.1.80':
+    resolution: {integrity: sha512-1XbCOz/ymhj24lFaIXtWnwv/6eFHXDrjP0jYkc6iHQ9q8oXKzUX1Lc6bu+wuGiLhGh2GS/2JlfORC5ZcXimRcg==}
+    engines: {node: '>= 10'}
+    cpu: [arm64]
+    os: [linux]
+
+  '@napi-rs/canvas-linux-riscv64-gnu@0.1.80':
+    resolution: {integrity: sha512-XTzR125w5ZMs0lJcxRlS1K3P5RaZ9RmUsPtd1uGt+EfDyYMu4c6SEROYsxyatbbu/2+lPe7MPHOO/0a0x7L/gw==}
+    engines: {node: '>= 10'}
+    cpu: [riscv64]
+    os: [linux]
+
+  '@napi-rs/canvas-linux-x64-gnu@0.1.80':
+    resolution: {integrity: sha512-BeXAmhKg1kX3UCrJsYbdQd3hIMDH/K6HnP/pG2LuITaXhXBiNdh//TVVVVCBbJzVQaV5gK/4ZOCMrQW9mvuTqA==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [linux]
+
+  '@napi-rs/canvas-linux-x64-musl@0.1.80':
+    resolution: {integrity: sha512-x0XvZWdHbkgdgucJsRxprX/4o4sEed7qo9rCQA9ugiS9qE2QvP0RIiEugtZhfLH3cyI+jIRFJHV4Fuz+1BHHMg==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [linux]
+
+  '@napi-rs/canvas-win32-x64-msvc@0.1.80':
+    resolution: {integrity: sha512-Z8jPsM6df5V8B1HrCHB05+bDiCxjE9QA//3YrkKIdVDEwn5RKaqOxCJDRJkl48cJbylcrJbW4HxZbTte8juuPg==}
+    engines: {node: '>= 10'}
+    cpu: [x64]
+    os: [win32]
+
+  '@napi-rs/canvas@0.1.80':
+    resolution: {integrity: sha512-DxuT1ClnIPts1kQx8FBmkk4BQDTfI5kIzywAaMjQSXfNnra5UFU9PwurXrl+Je3bJ6BGsp/zmshVVFbCmyI+ww==}
+    engines: {node: '>= 10'}
+
   '@napi-rs/wasm-runtime@0.2.12':
     resolution: {integrity: sha512-ZVWUcfwY4E/yPitQJl481FjFo3K22D6qF0DuFH6Y/nbnE11GY5uguDxZMGXPQ8WQ0128MXQD7TnfHyK4oWoIJQ==}
 
@@ -2181,6 +2385,16 @@ packages:
     engines: {node: '>=18'}
     hasBin: true
 
+  '@qdrant/js-client-rest@1.17.0':
+    resolution: {integrity: sha512-aZFQeirWVqWAa1a8vJ957LMzcXkFHGbsoRhzc8AkGfg6V0jtK8PlG8/eyyc2xhYsR961FDDx1Tx6nyE0K7lS+A==}
+    engines: {node: '>=18.17.0', pnpm: '>=8'}
+    peerDependencies:
+      typescript: '>=4.7'
+
+  '@qdrant/openapi-typescript-fetch@1.2.6':
+    resolution: {integrity: sha512-oQG/FejNpItrxRHoyctYvT3rwGZOnK4jr3JdppO/c78ktDvkWiPXPHNsrDf33K9sZdRb6PR7gi4noIapu5q4HA==}
+    engines: {node: '>=18.0.0', pnpm: '>=8'}
+
   '@react-email/body@0.0.11':
     resolution: {integrity: sha512-ZSD2SxVSgUjHGrB0Wi+4tu3MEpB4fYSbezsFNEJk2xCWDBkFiOeEsjTmR5dvi+CxTK691hQTQlHv0XWuP7ENTg==}
     peerDependencies:
@@ -2522,6 +2736,42 @@ packages:
   '@react-pdf/types@2.9.2':
     resolution: {integrity: sha512-dufvpKId9OajLLbgn9q7VLUmyo1Jf+iyGk2ZHmCL8nIDtL8N1Ejh9TH7+pXXrR0tdie1nmnEb5Bz9U7g4hI4/g==}
 
+  '@react-three/drei@10.7.7':
+    resolution: {integrity: sha512-ff+J5iloR0k4tC++QtD/j9u3w5fzfgFAWDtAGQah9pF2B1YgOq/5JxqY0/aVoQG5r3xSZz0cv5tk2YuBob4xEQ==}
+    peerDependencies:
+      '@react-three/fiber': ^9.0.0
+      react: ^19
+      react-dom: ^19
+      three: '>=0.159'
+    peerDependenciesMeta:
+      react-dom:
+        optional: true
+
+  '@react-three/fiber@9.5.0':
+    resolution: {integrity: sha512-FiUzfYW4wB1+PpmsE47UM+mCads7j2+giRBltfwH7SNhah95rqJs3ltEs9V3pP8rYdS0QlNne+9Aj8dS/SiaIA==}
+    peerDependencies:
+      expo: '>=43.0'
+      expo-asset: '>=8.4'
+      expo-file-system: '>=11.0'
+      expo-gl: '>=11.0'
+      react: '>=19 <19.3'
+      react-dom: '>=19 <19.3'
+      react-native: '>=0.78'
+      three: '>=0.156'
+    peerDependenciesMeta:
+      expo:
+        optional: true
+      expo-asset:
+        optional: true
+      expo-file-system:
+        optional: true
+      expo-gl:
+        optional: true
+      react-dom:
+        optional: true
+      react-native:
+        optional: true
+
   '@reduxjs/toolkit@2.11.2':
     resolution: {integrity: sha512-Kd6kAHTA6/nUpp8mySPqj3en3dm0tdMIgbttnQ1xFMVpufoj+ADi8pXLBsd4xzTRHQa7t/Jv8W5UnCuW4kuWMQ==}
     peerDependencies:
@@ -3119,6 +3369,9 @@ packages:
   '@types/deep-eql@4.0.2':
     resolution: {integrity: sha512-c9h9dVVMigMPc4bwTvC5dxqtqJZwQPePsWjPlpSOnojbor6pGqdk541lfA7AqFQr5pB1BRdq0juY9db81BwyFw==}
 
+  '@types/draco3d@1.4.10':
+    resolution: {integrity: sha512-AX22jp8Y7wwaBgAixaSvkoG4M/+PlAcm3Qs4OW8yT9DM4xUpWKeFhLueTAyZF39pviAdcDdeJoACapiAceqNcw==}
+
   '@types/eslint-scope@3.7.7':
     resolution: {integrity: sha512-MzMFlSLBqNF2gcHWO0G1vP/YQyfvrxZ0bF+u7mzUdZ1/xK4A4sru+nraZz5i3iEIk1l1uyicaDVTB4QbbEkAYg==}
 
@@ -3163,6 +3416,12 @@ packages:
   '@types/mysql@2.15.27':
     resolution: {integrity: sha512-YfWiV16IY0OeBfBCk8+hXKmdTKrKlwKN1MNKAPBu5JYxLwBEZl7QzeEpGnlZb3VMGJrrGmB84gXiH+ofs/TezA==}
 
+  '@types/node-fetch@2.6.13':
+    resolution: {integrity: sha512-QGpRVpzSaUs30JBSGPjOg4Uveu384erbHBoT1zeONvyCfwQxIkUshLAOqN/k9EjGviPRmWTTe6aH2qySWKTVSw==}
+
+  '@types/node@18.19.130':
+    resolution: {integrity: sha512-GRaXQx6jGfL8sKfaIDD6OupbIHBr9jv7Jnaml9tB7l4v068PAOXqfcujMMo5PhbIs6ggR1XODELqahT2R8v0fg==}
+
   '@types/node@22.19.10':
     resolution: {integrity: sha512-tF5VOugLS/EuDlTBijk0MqABfP8UxgYazTLo3uIn3b4yJgg26QRbVYJYsDtHrjdDUIRfP70+VfhTTc+CE1yskw==}
 
@@ -3175,6 +3434,9 @@ packages:
   '@types/nodemailer@7.0.9':
     resolution: {integrity: sha512-vI8oF1M+8JvQhsId0Pc38BdUP2evenIIys7c7p+9OZXSPOH5c1dyINP1jT8xQ2xPuBUXmIC87s+91IZMDjH8Ow==}
 
+  '@types/offscreencanvas@2019.7.3':
+    resolution: {integrity: sha512-ieXiYmgSRXUDeOntE1InxjWyvEelZGP63M+cGuquuRLuIKKT1osnkXjxev9B7d1nXSug5vpunx+gNlbVxMlC9A==}
+
   '@types/parse-json@4.0.2':
     resolution: {integrity: sha512-dISoDXWWQwUquiKsyZ4Ng+HX2KsPL7LyHKHQwgGFEA3IaKac4Obd+h2a/a6waisAoepJlBcx9paWqjA8/HVjCw==}
 
@@ -3192,6 +3454,11 @@ packages:
     peerDependencies:
       '@types/react': ^19.2.0
 
+  '@types/react-reconciler@0.28.9':
+    resolution: {integrity: sha512-HHM3nxyUZ3zAylX8ZEyrDNd2XZOnQ0D5XfunJF5FLQnZbHHYq4UWvW1QfelQNXv1ICNkwYhfxjwfnqivYB6bFg==}
+    peerDependencies:
+      '@types/react': '*'
+
   '@types/react-transition-group@4.4.12':
     resolution: {integrity: sha512-8TV6R3h2j7a91c+1DXdJi3Syo69zzIZbz7Lg5tORM5LEJG7X/E6a1V3drRyBRZq7/utz7A+c4OgYLiLcYGHG6w==}
     peerDependencies:
@@ -3302,6 +3569,9 @@ packages:
     resolution: {integrity: sha512-KiROIzYdEV85YygXw6BI/Dx4fnBlFQu6Mq4QE4MOH9fFnhohw6wX/OAvDY2/C+ut0I3RSPKenvZJIVYqJNkhEw==}
     engines: {node: ^18.18.0 || ^20.9.0 || >=21.1.0}
 
+  '@ungap/structured-clone@1.3.0':
+    resolution: {integrity: sha512-WmoN8qaIAo7WTYWbAZuG8PYEhn5fkz7dZrqTBZ7dtt//lL2Gwms1IcnQ5yHqjDfX8Ft5j4YzDM23f87zBfDe9g==}
+
   '@unrs/resolver-binding-android-arm-eabi@1.11.1':
     resolution: {integrity: sha512-ppLRUgHVaGRWUx0R0Ut06Mjo9gBaBkg3v/8AxusGLhsIotbBLuRk51rAzqLC8gq6NyyAojEXglNjzf6R948DNw==}
     cpu: [arm]
@@ -3397,6 +3667,18 @@ packages:
     cpu: [x64]
     os: [win32]
 
+  '@use-gesture/core@10.3.1':
+    resolution: {integrity: sha512-WcINiDt8WjqBdUXye25anHiNxPc0VOrlT8F6LLkU6cycrOGUDyY/yyFmsg3k8i5OLvv25llc0QC45GhR/C8llw==}
+
+  '@use-gesture/react@10.3.1':
+    resolution: {integrity: sha512-Yy19y6O2GJq8f7CHf7L0nxL8bf4PZCPaVOCgJrusOeFHY1LvHgYXnmnXg6N5iwAnbgbZCDjo60SiM6IPJi9C5g==}
+    peerDependencies:
+      react: '>= 16.8.0'
+
+  '@vercel/oidc@3.1.0':
+    resolution: {integrity: sha512-Fw28YZpRnA3cAHHDlkt7xQHiJ0fcL+NRcIqsocZQUSmbzeIKRpwttJjik5ZGanXP+vlA4SbTg+AbA3bP363l+w==}
+    engines: {node: '>= 20'}
+
   '@vitejs/plugin-react@5.1.4':
     resolution: {integrity: sha512-VIcFLdRi/VYRU8OL/puL7QXMYafHmqOnwTZY50U1JPlCNj30PxCMx65c494b1K9be9hX83KVt0+gTEwTWLqToA==}
     engines: {node: ^20.19.0 || >=22.12.0}
@@ -3495,6 +3777,10 @@ packages:
     resolution: {integrity: sha512-6/mh1E2u2YgEsCHdY0Yx5oW+61gZU+1vXaoiHHrpKeuRNNgFvS+/jrwHiQhB5apAf5oB7UB7E19ol2R2LKH8hQ==}
     engines: {node: ^14.17.0 || ^16.13.0 || >=18.0.0}
 
+  abort-controller@3.0.0:
+    resolution: {integrity: sha512-h8lQ8tacZYnR3vNQTgibj+tODHI5/+l06Au2Pcriv/Gmet0eaj4TwWH41sO9wnHDiQsEj19q0drzdWdeAHtweg==}
+    engines: {node: '>=6.5'}
+
   abs-svg-path@0.1.1:
     resolution: {integrity: sha512-d8XPSGjfyzlXC3Xx891DJRyZfqk5JU0BJrDQcsWomFIV1/BIzPW5HDH5iDdWpqWaav0YVIEzT1RHTwWr0FFshA==}
 
@@ -3502,6 +3788,10 @@ packages:
     resolution: {integrity: sha512-PYAthTa2m2VKxuvSD3DPC/Gy+U+sOA1LAuT8mkmRuvw+NACSaeXEQ+NHcVF7rONl6qcaxV3Uuemwawk+7+SJLw==}
     engines: {node: '>= 0.6'}
 
+  accepts@2.0.0:
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+    engines: {node: '>= 0.6'}
+
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     engines: {node: '>= 14'}
 
+  agentkeepalive@4.6.0:
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+    engines: {node: '>= 8.0.0'}
+
+  ai@6.0.101:
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+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4.1.8
+
+  ai@6.0.116:
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+    engines: {node: '>=18'}
+    peerDependencies:
+      zod: ^3.25.76 || ^4.1.8
+
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     engines: {node: '>=10', npm: '>=6'}
 
+  bail@2.0.2:
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+
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     engines: {node: 20 || >=22}
@@ -3833,6 +4142,10 @@ packages:
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     engines: {node: '>= 0.8', npm: 1.2.8000 || >= 1.4.16}
 
+  body-parser@2.2.2:
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+    engines: {node: '>=18'}
+
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@@ -3871,6 +4184,9 @@ packages:
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+  buffer@6.0.3:
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+
   busboy@1.6.0:
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@@ -3899,6 +4215,12 @@ packages:
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     engines: {node: '>=6'}
 
+  camera-controls@3.1.2:
+    resolution: {integrity: sha512-xkxfpG2ECZ6Ww5/9+kf4mfg1VEYAoe9aDSY+IwF0UEs7qEzwy0aVRfs2grImIECs/PoBtWFrh7RXsQkwG922JA==}
+    engines: {node: '>=22.0.0', npm: '>=10.5.1'}
+    peerDependencies:
+      three: '>=0.126.1'
+
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     engines: {node: '>=6'}
 
+  cluster-key-slot@1.1.2:
+    resolution: {integrity: sha512-RMr0FhtfXemyinomL4hrWcYJxmX6deFdCxpJzhDttxgO1+bcCnkk+9drydLVDmAMG7NE6aN/fl4F7ucU/90gAA==}
+    engines: {node: '>=0.10.0'}
+
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     engines: {node: '>= 0.8'}
 
+  comma-separated-tokens@2.0.3:
+    resolution: {integrity: sha512-Fu4hJdvzeylCfQPp9SGWidpzrMs7tTrlu6Vb8XGaRGck8QSNZJJp538Wrb60Lax4fPwR64ViY468OIUTbRlGZg==}
+
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     engines: {node: '>=14'}
@@ -4125,6 +4454,10 @@ packages:
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     engines: {node: '>= 0.6'}
 
+  content-disposition@1.0.1:
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+    engines: {node: '>=18'}
+
   content-type@1.0.5:
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     engines: {node: '>= 0.6'}
@@ -4151,6 +4484,10 @@ packages:
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+  cookie-signature@1.2.2:
+    resolution: {integrity: sha512-D76uU73ulSXrD1UXF4KE2TMxVVwhsnCgfAyTg9k8P6KGZjlXKrOLe4dJQKI3Bxi5wjesZoFXJWElNWBjPZMbhg==}
+    engines: {node: '>=6.6.0'}
+
   cookie@0.7.2:
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     engines: {node: '>= 0.6'}
@@ -4194,6 +4531,11 @@ packages:
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     engines: {node: '>=18.0'}
 
+  cross-env@7.0.3:
+    resolution: {integrity: sha512-+/HKd6EgcQCJGh2PSjZuUitQBQynKor4wrFbRg4DtAgS1aWO+gU52xpH7M9ScGgXSYmAVS9bIJ8EzuaGw0oNAw==}
+    engines: {node: '>=10.14', npm: '>=6', yarn: '>=1'}
+    hasBin: true
+
   cross-spawn@7.0.6:
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     engines: {node: '>= 8'}
@@ -4438,6 +4780,10 @@ packages:
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     engines: {node: '>=0.4.0'}
 
+  denque@2.1.0:
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+    engines: {node: '>=0.10'}
+
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     engines: {node: '>= 0.8'}
@@ -4450,6 +4796,9 @@ packages:
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     engines: {node: '>= 0.8', npm: 1.2.8000 || >= 1.4.16}
 
+  detect-gpu@5.0.70:
+    resolution: {integrity: sha512-bqerEP1Ese6nt3rFkwPnGbsUF9a4q+gMmpTVVOEzoCyeCc+y7/RvJnQZJx1JwhgQI5Ntg0Kgat8Uu7XpBqnz1w==}
+
   detect-libc@2.1.2:
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     engines: {node: '>=8'}
@@ -4505,6 +4854,9 @@ packages:
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     engines: {node: '>=12'}
 
+  draco3d@1.5.7:
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+
   drizzle-kit@0.31.7:
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     hasBin: true
@@ -4772,6 +5124,10 @@ packages:
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     engines: {node: '>=10'}
 
+  escape-string-regexp@5.0.0:
+    resolution: {integrity: sha512-/veY75JbMK4j1yjvuUxuVsiS/hr/4iHs9FTT6cgTexxdE0Ly/glccBAkloH/DofkjRbZU3bnoj38mOmhkZ0lHw==}
+    engines: {node: '>=12'}
+
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     engines: {node: '>=6.0'}
@@ -4929,6 +5285,10 @@ packages:
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+  event-target-shim@5.0.1:
+    resolution: {integrity: sha512-i/2XbnSz/uxRCU6+NdVJgKWDTM427+MqYbkQzD321DuCQJUqOuJKIA0IM2+W2xtYHdKOmZ4dR6fExsd4SXL+WQ==}
+    engines: {node: '>=6'}
+
   eventemitter3@5.0.4:
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@@ -4939,6 +5299,14 @@ packages:
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     engines: {node: '>=0.8.x'}
 
+  eventsource-parser@3.0.6:
+    resolution: {integrity: sha512-Vo1ab+QXPzZ4tCa8SwIHJFaSzy4R6SHf7BY79rFBDf0idraZWAkYrDjDj8uWaSm3S2TK+hJ7/t1CEmZ7jXw+pg==}
+    engines: {node: '>=18.0.0'}
+
+  eventsource@3.0.7:
+    resolution: {integrity: sha512-CRT1WTyuQoD771GW56XEZFQ/ZoSfWid1alKGDYMmkt2yl8UXrVR4pspqWNEcqKvVIzg6PAltWjxcSSPrboA4iA==}
+    engines: {node: '>=18.0.0'}
+
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     engines: {node: '>=10'}
@@ -4947,10 +5315,20 @@ packages:
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     engines: {node: '>=12.0.0'}
 
+  express-rate-limit@8.3.0:
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+    engines: {node: '>= 16'}
+    peerDependencies:
+      express: '>= 4.11'
+
   express@4.22.1:
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     engines: {node: '>= 0.10.0'}
 
+  express@5.2.1:
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+    engines: {node: '>= 18'}
+
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@@ -4958,6 +5336,9 @@ packages:
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     engines: {node: '>=0.10.0'}
 
+  extend@3.0.2:
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+
   external-editor@3.1.0:
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     engines: {node: '>=4'}
@@ -5017,6 +5398,9 @@ packages:
       picomatch:
         optional: true
 
+  fflate@0.6.10:
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+
   fflate@0.8.2:
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@@ -5044,6 +5428,10 @@ packages:
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     engines: {node: '>= 0.8'}
 
+  finalhandler@2.1.1:
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+    engines: {node: '>= 18.0.0'}
+
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@@ -5085,10 +5473,17 @@ packages:
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     engines: {node: '>=14'}
 
+  form-data-encoder@1.7.2:
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+
   form-data@4.0.5:
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     engines: {node: '>= 6'}
 
+  formdata-node@4.4.1:
+    resolution: {integrity: sha512-0iirZp3uVDjVGt9p49aTaqjk84TrglENEDuqfdlZQ1roC9CWlPk6Avf8EEnZNcAqPonwkG35x4n3ww/1THYAeQ==}
+    engines: {node: '>= 12.20'}
+
   forwarded-parse@2.1.2:
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@@ -5131,6 +5526,10 @@ packages:
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     engines: {node: '>= 0.6'}
 
+  fresh@2.0.0:
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+    engines: {node: '>= 0.8'}
+
   from@0.1.7:
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@@ -5257,6 +5656,9 @@ packages:
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     engines: {node: '>=0.10.0'}
 
+  glsl-noise@0.0.0:
+    resolution: {integrity: sha512-b/ZCF6amfAUb7dJM/MxRs7AetQEahYzJ8PtgfrmEdtw6uyGOr+ZSGtgjFm6mfsBkxJ4d2W7kg+Nlqzqvn3Bc0w==}
+
   gopd@1.2.0:
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     engines: {node: '>= 0.4'}
@@ -5326,6 +5728,27 @@ packages:
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     engines: {node: '>= 0.4'}
 
+  hast-util-from-parse5@8.0.3:
+    resolution: {integrity: sha512-3kxEVkEKt0zvcZ3hCRYI8rqrgwtlIOFMWkbclACvjlDw8Li9S2hk/d51OI0nr/gIpdMHNepwgOKqZ/sy0Clpyg==}
+
+  hast-util-parse-selector@4.0.0:
+    resolution: {integrity: sha512-wkQCkSYoOGCRKERFWcxMVMOcYE2K1AaNLU8DXS9arxnLOUEWbOXKXiJUNzEpqZ3JOKpnha3jkFrumEjVliDe7A==}
+
+  hast-util-raw@9.1.0:
+    resolution: {integrity: sha512-Y8/SBAHkZGoNkpzqqfCldijcuUKh7/su31kEBp67cFY09Wy0mTRgtsLYsiIxMJxlu0f6AA5SUTbDR8K0rxnbUw==}
+
+  hast-util-to-jsx-runtime@2.3.6:
+    resolution: {integrity: sha512-zl6s8LwNyo1P9uw+XJGvZtdFF1GdAkOg8ujOw+4Pyb76874fLps4ueHXDhXWdk6YHQ6OgUtinliG7RsYvCbbBg==}
+
+  hast-util-to-parse5@8.0.1:
+    resolution: {integrity: sha512-MlWT6Pjt4CG9lFCjiz4BH7l9wmrMkfkJYCxFwKQic8+RTZgWPuWxwAfjJElsXkex7DJjfSJsQIt931ilUgmwdA==}
+
+  hast-util-whitespace@3.0.0:
+    resolution: {integrity: sha512-88JUN06ipLwsnv+dVn+OIYOvAuvBMy/Qoi6O7mQHxdPXpjy+Cd6xRkWwux7DKO+4sYILtLBRIKgsdpS2gQc7qw==}
+
+  hastscript@9.0.1:
+    resolution: {integrity: sha512-g7df9rMFX/SPi34tyGCyUBREQoKkapwdY/T04Qn9TDWfHhAYt4/I0gMVirzK5wEzeUqIjEB+LXC/ypb7Aqno5w==}
+
   help-me@5.0.0:
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@@ -5335,9 +5758,16 @@ packages:
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     resolution: {integrity: sha512-6pEjquH3rqaI6cYAXYPcz9MS4rY6R4ngRgrgfDshRptUZIc3lw0MCIJIGDj9++mfySOuPTHB4nrSW99BCvOPIA==}
 
+  hls.js@1.6.15:
+    resolution: {integrity: sha512-E3a5VwgXimGHwpRGV+WxRTKeSp2DW5DI5MWv34ulL3t5UNmyJWCQ1KmLEHbYzcfThfXG8amBL+fCYPneGHC4VA==}
+
   hoist-non-react-statics@3.3.2:
     resolution: {integrity: sha512-/gGivxi8JPKWNm/W0jSmzcMPpfpPLc3dY/6GxhX2hQ9iGj3aDfklV4ET7NjKpSinLpJ5vafa9iiGIEZg10SfBw==}
 
+  hono@4.12.5:
+    resolution: {integrity: sha512-3qq+FUBtlTHhtYxbxheZgY8NIFnkkC/MR8u5TTsr7YZ3wixryQ3cCwn3iZbg8p8B88iDBBAYSfZDS75t8MN7Vg==}
+    engines: {node: '>=16.9.0'}
+
   hoopy@0.1.4:
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     engines: {node: '>= 6.0.0'}
@@ -5362,6 +5792,9 @@ packages:
     resolution: {integrity: sha512-qY60FjREgVZL03vJU6IfMV4GDjGBIoOyvuFdpBDIX9yTlDw0TjxVBQp+P8NvpdIXNJvfWBTNul7fsAQJq2FNpg==}
     engines: {node: '>=14'}
 
+  html-url-attributes@3.0.1:
+    resolution: {integrity: sha512-ol6UPyBWqsrO6EJySPz2O7ZSr856WDrEzM5zMqp+FJJLGMW35cLYmmZnl0vztAZxRUoNZJFTCohfjuIJ8I4QBQ==}
+
   html-validate@10.8.0:
     resolution: {integrity: sha512-SJzCC9XzYOvyJWSHWYwXwqi8WIg6LcO3Pz+MGyxOSkMYiNerkUm/pv4uJsOM2pfHObX4r8EcPyhSjQ7jCdajnw==}
     engines: {node: ^20.19.0 || >= 22.12.0}
@@ -5381,6 +5814,9 @@ packages:
       vitest:
         optional: true
 
+  html-void-elements@3.0.0:
+    resolution: {integrity: sha512-bEqo66MRXsUGxWHV5IP0PUiAWwoEjba4VCzg0LjFJBpchPaTfyfCKTG6bc5F8ucKec3q5y6qOdGyYTSBEvhCrg==}
+
   html2canvas@1.4.1:
     resolution: {integrity: sha512-fPU6BHNpsyIhr8yyMpTLLxAbkaK8ArIBcmZIRiBLiDhjeqvXolaEmDGmELFuX9I4xDcaKKcJl+TKZLqruBbmWA==}
     engines: {node: '>=8.0.0'}
@@ -5422,6 +5858,9 @@ packages:
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     engines: {node: '>=10.17.0'}
 
+  humanize-ms@1.2.1:
+    resolution: {integrity: sha512-Fl70vYtsAFb/C06PTS9dZBo7ihau+Tu/DNCk/OyHhea07S+aeMWpFFkUaXRa8fI+ScZbEI8dfSxwY7gxZ9SAVQ==}
+
   husky@9.1.7:
     resolution: {integrity: sha512-5gs5ytaNjBrh5Ow3zrvdUUY+0VxIuWVL4i9irt6friV+BqdCfmV11CQTWMiBYWHbXhco+J1kHfTOUkePhCDvMA==}
     engines: {node: '>=18'}
@@ -5449,6 +5888,10 @@ packages:
     resolution: {integrity: sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==}
     engines: {node: '>=0.10.0'}
 
+  iconv-lite@0.7.2:
+    resolution: {integrity: sha512-im9DjEDQ55s9fL4EYzOAv0yMqmMBSZp6G0VvFyTMPKWxiSBHUj9NW/qqLmXUwXrrM7AvqSlTCfvqRb0cM8yYqw==}
+    engines: {node: '>=0.10.0'}
+
   icu-minify@4.8.2:
     resolution: {integrity: sha512-LHBQV+skKkjZSPd590pZ7ZAHftUgda3eFjeuNwA8/15L8T8loCNBktKQyTlkodAU86KovFXeg/9WntlAo5wA5A==}
 
@@ -5517,6 +5960,9 @@ packages:
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     engines: {node: ^14.17.0 || ^16.13.0 || >=18.0.0}
 
+  inline-style-parser@0.2.7:
+    resolution: {integrity: sha512-Nb2ctOyNR8DqQoR0OwRG95uNWIC0C1lCgf5Naz5H6Ji72KZ8OcFZLz2P5sNgwlyoJ8Yif11oMuYs5pBQa86csA==}
+
   inquirer@6.5.2:
     resolution: {integrity: sha512-cntlB5ghuB0iuO65Ovoi8ogLHiWGs/5yNrtUcKjFhSSiVeAIVpD7koaSU9RM8mpXw5YDi9RdYXGQMaOURB7ycQ==}
     engines: {node: '>=6.0.0'}
@@ -5535,6 +5981,10 @@ packages:
   intl-messageformat@11.1.2:
     resolution: {integrity: sha512-ucSrQmZGAxfiBHfBRXW/k7UC8MaGFlEj4Ry1tKiDcmgwQm1y3EDl40u+4VNHYomxJQMJi9NEI3riDRlth96jKg==}
 
+  ioredis@5.9.3:
+    resolution: {integrity: sha512-VI5tMCdeoxZWU5vjHWsiE/Su76JGhBvWF1MJnV9ZtGltHk9BmD48oDq8Tj8haZ85aceXZMxLNDQZRVo5QKNgXA==}
+    engines: {node: '>=12.22.0'}
+
   ip-address@10.1.0:
     resolution: {integrity: sha512-XXADHxXmvT9+CRxhXg56LJovE+bmWnEWB78LB83VZTprKTmaC5QfruXocxzTZ2Kl0DNwKuBdlIhjL8LeY8Sf8Q==}
     engines: {node: '>= 12'}
@@ -5679,6 +6129,12 @@ packages:
   is-potential-custom-element-name@1.0.1:
     resolution: {integrity: sha512-bCYeRA2rVibKZd+s2625gGnGF/t7DSqDs4dP7CrLA1m7jKWz6pps0LpYLJN8Q64HtmPKJ1hrN3nzPNKFEKOUiQ==}
 
+  is-promise@2.2.2:
+    resolution: {integrity: sha512-+lP4/6lKUBfQjZ2pdxThZvLUAafmZb8OAxFb8XXtiQmS35INgr85hdOGoEs124ez1FCnZJt6jau/T+alh58QFQ==}
+
+  is-promise@4.0.0:
+    resolution: {integrity: sha512-hvpoI6korhJMnej285dSg6nu1+e6uxs7zG3BYAm5byqDsgJNWwxzM6z6iZiAgQR4TJ30JmBTOwqZUw3WlyH3AQ==}
+
   is-reference@1.2.1:
     resolution: {integrity: sha512-U82MsXXiFIrjCK4otLT+o2NA2Cd2g5MLoOVXUZjIOhLurrRxpEXzI8O0KZHr3IjLvlAH1kTPYSuqer5T9ZVBKQ==}
 
@@ -5764,6 +6220,11 @@ packages:
     resolution: {integrity: sha512-H0dkQoCa3b2VEeKQBOxFph+JAbcrQdE7KC0UkqwpLmv2EC4P41QXP+rqo9wYodACiG5/WM5s9oDApTU8utwj9g==}
     engines: {node: '>= 0.4'}
 
+  its-fine@2.0.0:
+    resolution: {integrity: sha512-KLViCmWx94zOvpLwSlsx6yOCeMhZYaxrJV87Po5k/FoZzcPSahvK5qJ7fYhS61sZi5ikmh2S3Hz55A2l3U69ng==}
+    peerDependencies:
+      react: ^19.0.0
+
   jackspeak@3.4.3:
     resolution: {integrity: sha512-OGlZQpz2yfahA/Rd1Y8Cd9SIEsqvXkLVoSw/cgwhnhFMDbsQFeZYoJJ7bIZBS9BcamUW96asq/npPWugM+RQBw==}
 
@@ -5793,6 +6254,9 @@ packages:
   jose@5.9.6:
     resolution: {integrity: sha512-AMlnetc9+CV9asI19zHmrgS/WYsWUwCn2R7RzlbJWD7F9eWYUTGyBmU9o6PxngtLGOiDGPRu+Uc4fhKzbpteZQ==}
 
+  jose@6.2.0:
+    resolution: {integrity: sha512-xsfE1TcSCbUdo6U07tR0mvhg0flGxU8tPLbF03mirl2ukGQENhUg4ubGYQnhVH0b5stLlPM+WOqDkEl1R1y5sQ==}
+
   joycon@3.1.1:
     resolution: {integrity: sha512-34wB/Y7MW7bzjKRjUKTa46I2Z7eV62Rkhva+KkopW7Qvv/OSWBqvkSY7vusOPrNuZcUG3tApvdVgNB8POj3SPw==}
     engines: {node: '>=10'}
@@ -5862,6 +6326,9 @@ packages:
   json-schema-typed@8.0.2:
     resolution: {integrity: sha512-fQhoXdcvc3V28x7C7BMs4P5+kNlgUURe2jmUT1T//oBRMDrqy1QPelJimwZGo7Hg9VPV3EQV5Bnq4hbFy2vetA==}
 
+  json-schema@0.4.0:
+    resolution: {integrity: sha512-es94M3nTIfsEPisRafak+HDLfHXnKBhV3vU5eqPcS3flIWqcxJWgXHXiey3YrpaNsanY5ei1VoYEbOzijuq9BA==}
+
   json-stable-stringify-without-jsonify@1.0.1:
     resolution: {integrity: sha512-Bdboy+l7tA3OGW6FjyFHWkP5LuByj1Tk33Ljyq0axyzdk9//JSi2u3fP1QSmd1KNwq6VOKYGlAu87CisVir6Pw==}
 
@@ -6052,6 +6519,12 @@ packages:
   lodash.camelcase@4.3.0:
     resolution: {integrity: sha512-TwuEnCnxbc3rAvhf/LbG7tJUDzhqXyFnv3dtzLOPgCG/hODL7WFnsbwktkD7yUV0RrreP/l1PALq/YSg6VvjlA==}
 
+  lodash.defaults@4.2.0:
+    resolution: {integrity: sha512-qjxPLHd3r5DnsdGacqOMU6pb/avJzdh9tFX2ymgoZE27BmjXrNy/y4LoaiTeAb+O3gL8AfpJGtqfX/ae2leYYQ==}
+
+  lodash.isarguments@3.1.0:
+    resolution: {integrity: sha512-chi4NHZlZqZD18a0imDHnZPrDeBbTtVN7GXMwuGdRH9qotxAjYs3aVLKc7zNOG9eddR5Ksd8rvFEBc9SsggPpg==}
+
   lodash.kebabcase@4.1.1:
     resolution: {integrity: sha512-N8XRTIMMqqDgSy4VLKPnJ/+hpGZN+PHQiJnSenYqPaVV/NCqEogTnAdZLQiGKhxX+JCs8waWq2t1XHWKOmlY8g==}
 
@@ -6119,6 +6592,12 @@ packages:
     peerDependencies:
       react: ^16.5.1 || ^17.0.0 || ^18.0.0 || ^19.0.0
 
+  maath@0.10.8:
+    resolution: {integrity: sha512-tRvbDF0Pgqz+9XUa4jjfgAQ8/aPKmQdWXilFu2tMy4GWj4NOsx99HlULO4IeREfbO3a0sA145DZYyvXPkybm0g==}
+    peerDependencies:
+      '@types/three': '>=0.134.0'
+      three: '>=0.134.0'
+
   magic-string@0.30.21:
     resolution: {integrity: sha512-vd2F4YUyEXKGcLHoq+TEyCjxueSeHnFxyyjNp80yg0XV4vUhnDer/lvvlqM/arB5bXQN5K2/3oinyCRyx8T2CQ==}
 
@@ -6133,6 +6612,9 @@ packages:
   map-stream@0.1.0:
     resolution: {integrity: sha512-CkYQrPYZfWnu/DAmVCpTSX/xHpKZ80eKh2lAkyA6AJTef6bW+6JpbQZN5rofum7da+SyN1bi5ctTm+lTfcCW3g==}
 
+  markdown-table@3.0.4:
+    resolution: {integrity: sha512-wiYz4+JrLyb/DqW2hkFJxP7Vd7JuTDm77fvbM8VfEQdmSMqcImWeeRbHwZjBjIFki/VaMK2BhFi7oUUZeM5bqw==}
+
   marked@14.0.0:
     resolution: {integrity: sha512-uIj4+faQ+MgHgwUW1l2PsPglZLOLOT1uErt06dAPtx2kjteLAkbsd/0FiYg/MGS+i7ZKLb7w2WClxHkzOOuryQ==}
     engines: {node: '>= 18'}
@@ -6163,15 +6645,45 @@ packages:
   md5@2.3.0:
     resolution: {integrity: sha512-T1GITYmFaKuO91vxyoQMFETst+O71VUPEU3ze5GNzDm0OWdP8v1ziTaAEPUr/3kLsY3Sftgz242A1SetQiDL7g==}
 
+  mdast-util-find-and-replace@3.0.2:
+    resolution: {integrity: sha512-Tmd1Vg/m3Xz43afeNxDIhWRtFZgM2VLyaf4vSTYwudTyeuTneoL3qtWMA5jeLyz/O1vDJmmV4QuScFCA2tBPwg==}
+
   mdast-util-from-markdown@2.0.2:
     resolution: {integrity: sha512-uZhTV/8NBuw0WHkPTrCqDOl0zVe1BIng5ZtHoDk49ME1qqcjYmmLmOf0gELgcRMxN4w2iuIeVso5/6QymSrgmA==}
 
+  mdast-util-gfm-autolink-literal@2.0.1:
+    resolution: {integrity: sha512-5HVP2MKaP6L+G6YaxPNjuL0BPrq9orG3TsrZ9YXbA3vDw/ACI4MEsnoDpn6ZNm7GnZgtAcONJyPhOP8tNJQavQ==}
+
+  mdast-util-gfm-footnote@2.1.0:
+    resolution: {integrity: sha512-sqpDWlsHn7Ac9GNZQMeUzPQSMzR6Wv0WKRNvQRg0KqHh02fpTz69Qc1QSseNX29bhz1ROIyNyxExfawVKTm1GQ==}
+
+  mdast-util-gfm-strikethrough@2.0.0:
+    resolution: {integrity: sha512-mKKb915TF+OC5ptj5bJ7WFRPdYtuHv0yTRxK2tJvi+BDqbkiG7h7u/9SI89nRAYcmap2xHQL9D+QG/6wSrTtXg==}
+
+  mdast-util-gfm-table@2.0.0:
+    resolution: {integrity: sha512-78UEvebzz/rJIxLvE7ZtDd/vIQ0RHv+3Mh5DR96p7cS7HsBhYIICDBCu8csTNWNO6tBWfqXPWekRuj2FNOGOZg==}
+
+  mdast-util-gfm-task-list-item@2.0.0:
+    resolution: {integrity: sha512-IrtvNvjxC1o06taBAVJznEnkiHxLFTzgonUdy8hzFVeDun0uTjxxrRGVaNFqkU1wJR3RBPEfsxmU6jDWPofrTQ==}
+
+  mdast-util-gfm@3.1.0:
+    resolution: {integrity: sha512-0ulfdQOM3ysHhCJ1p06l0b0VKlhU0wuQs3thxZQagjcjPrlFRqY215uZGHHJan9GEAXd9MbfPjFJz+qMkVR6zQ==}
+
+  mdast-util-mdx-expression@2.0.1:
+    resolution: {integrity: sha512-J6f+9hUp+ldTZqKRSg7Vw5V6MqjATc+3E4gf3CFNcuZNWD8XdyI6zQ8GqH7f8169MM6P7hMBRDVGnn7oHB9kXQ==}
+
   mdast-util-mdx-jsx@3.1.3:
     resolution: {integrity: sha512-bfOjvNt+1AcbPLTFMFWY149nJz0OjmewJs3LQQ5pIyVGxP4CdOqNVJL6kTaM5c68p8q82Xv3nCyFfUnuEcH3UQ==}
 
+  mdast-util-mdxjs-esm@2.0.1:
+    resolution: {integrity: sha512-EcmOpxsZ96CvlP03NghtH1EsLtr0n9Tm4lPUJUBccV9RwUOneqSycg19n5HGzCf+10LozMRSObtVr3ee1WoHtg==}
+
   mdast-util-phrasing@4.1.0:
     resolution: {integrity: sha512-TqICwyvJJpBwvGAMZjj4J2n0X8QWp21b9l0o7eXyVJ25YNWYbJDVIyD1bZXE6WtV6RmKJVYmQAKWa0zWOABz2w==}
 
+  mdast-util-to-hast@13.2.1:
+    resolution: {integrity: sha512-cctsq2wp5vTsLIcaymblUriiTcZd0CwWtCbLvrOzYCDZoWyMNV8sZ7krj09FSnsiJi3WVsHLM4k6Dq/yaPyCXA==}
+
   mdast-util-to-markdown@2.1.2:
     resolution: {integrity: sha512-xj68wMTvGXVOKonmog6LwyJKrYXZPvlwabaryTjLh9LuvovB/KAH+kvi8Gjj+7rJjsFi23nkUxRQv1KqSroMqA==}
 
@@ -6188,6 +6700,10 @@ packages:
     resolution: {integrity: sha512-dq+qelQ9akHpcOl/gUVRTxVIOkAJ1wR3QAvb4RsVjS8oVoFjDGTc679wJYmUmknUF5HwMLOgb5O+a3KxfWapPQ==}
     engines: {node: '>= 0.6'}
 
+  media-typer@1.1.0:
+    resolution: {integrity: sha512-aisnrDP4GNe06UcKFnV5bfMNPBUw4jsLGaWwWfnH3v02GnBuXX2MCVn5RbrWo0j3pczUilYblq7fQ7Nw2t5XKw==}
+    engines: {node: '>= 0.8'}
+
   memoize-one@6.0.0:
     resolution: {integrity: sha512-rkpe71W0N0c0Xz6QD0eJETuWAJGnJ9afsl1srmwPrI+yBCkge5EycXXbYRyvL29zZVUWQCY7InPRCv3GDXuZNw==}
 
@@ -6202,6 +6718,10 @@ packages:
   merge-descriptors@1.0.3:
     resolution: {integrity: sha512-gaNvAS7TZ897/rVaZ0nMtAyxNyi/pdbjbAwUpFQpN70GqnVfOiXpeUUMKRBmzXaSQ8DdTX4/0ms62r2K+hE6mQ==}
 
+  merge-descriptors@2.0.0:
+    resolution: {integrity: sha512-Snk314V5ayFLhp3fkUREub6WtjBfPdCPY1Ln8/8munuLuiYhsABgBVWsozAG+MWMbVEvcdcpbi9R7ww22l9Q3g==}
+    engines: {node: '>=18'}
+
   merge-stream@2.0.0:
     resolution: {integrity: sha512-abv/qOcuPfk3URPfDzmZU1LKmuw8kT+0nIHvKrKgFrwifol/doWcdA4ZqsWQ8ENrFKkd67Mfpo/LovbIUsbt3w==}
 
@@ -6209,6 +6729,11 @@ packages:
     resolution: {integrity: sha512-8q7VEgMJW4J8tcfVPy8g09NcQwZdbwFEqhe/WZkoIzjn/3TGDwtOCYtXGxA3O8tPzpczCCDgv+P2P5y00ZJOOg==}
     engines: {node: '>= 8'}
 
+  meshline@3.3.1:
+    resolution: {integrity: sha512-/TQj+JdZkeSUOl5Mk2J7eLcYTLiQm2IDzmlSvYm7ov15anEcDJ92GHqqazxTSreeNgfnYu24kiEvvv0WlbCdFQ==}
+    peerDependencies:
+      three: '>=0.137'
+
   meshoptimizer@1.0.1:
     resolution: {integrity: sha512-Vix+QlA1YYT3FwmBBZ+49cE5y/b+pRrcXKqGpS5ouh33d3lSp2PoTpCw19E0cKDFWalembrHnIaZetf27a+W2g==}
 
@@ -6222,6 +6747,27 @@ packages:
   micromark-core-commonmark@2.0.3:
     resolution: {integrity: sha512-RDBrHEMSxVFLg6xvnXmb1Ayr2WzLAWjeSATAoxwKYJV94TeNavgoIdA0a9ytzDSVzBy2YKFK+emCPOEibLeCrg==}
 
+  micromark-extension-gfm-autolink-literal@2.1.0:
+    resolution: {integrity: sha512-oOg7knzhicgQ3t4QCjCWgTmfNhvQbDDnJeVu9v81r7NltNCVmhPy1fJRX27pISafdjL+SVc4d3l48Gb6pbRypw==}
+
+  micromark-extension-gfm-footnote@2.1.0:
+    resolution: {integrity: sha512-/yPhxI1ntnDNsiHtzLKYnE3vf9JZ6cAisqVDauhp4CEHxlb4uoOTxOCJ+9s51bIB8U1N1FJ1RXOKTIlD5B/gqw==}
+
+  micromark-extension-gfm-strikethrough@2.1.0:
+    resolution: {integrity: sha512-ADVjpOOkjz1hhkZLlBiYA9cR2Anf8F4HqZUO6e5eDcPQd0Txw5fxLzzxnEkSkfnD0wziSGiv7sYhk/ktvbf1uw==}
+
+  micromark-extension-gfm-table@2.1.1:
+    resolution: {integrity: sha512-t2OU/dXXioARrC6yWfJ4hqB7rct14e8f7m0cbI5hUmDyyIlwv5vEtooptH8INkbLzOatzKuVbQmAYcbWoyz6Dg==}
+
+  micromark-extension-gfm-tagfilter@2.0.0:
+    resolution: {integrity: sha512-xHlTOmuCSotIA8TW1mDIM6X2O1SiX5P9IuDtqGonFhEK0qgRI4yeC6vMxEV2dgyr2TiD+2PQ10o+cOhdVAcwfg==}
+
+  micromark-extension-gfm-task-list-item@2.1.0:
+    resolution: {integrity: sha512-qIBZhqxqI6fjLDYFTBIa4eivDMnP+OZqsNwmQ3xNLE4Cxwc+zfQEfbs6tzAo2Hjq+bh6q5F+Z8/cksrLFYWQQw==}
+
+  micromark-extension-gfm@3.0.0:
+    resolution: {integrity: sha512-vsKArQsicm7t0z2GugkCKtZehqUm31oeGBV/KVSorWSy8ZlNAv7ytjFhvaryUiCUJYqs+NoE6AFhpQvBTM6Q4w==}
+
   micromark-extension-mdx-jsx@3.0.1:
     resolution: {integrity: sha512-vNuFb9czP8QCtAQcEJn0UJQJZA8Dk6DXKBqx+bg/w0WGuSxDxNr7hErW89tHUY31dUW4NqEOWwmEUNhjTFmHkg==}
 
@@ -6475,6 +7021,11 @@ packages:
   node-addon-api@7.1.1:
     resolution: {integrity: sha512-5m3bsyrjFWE1xf7nz7YXdN4udnVtXK6/Yfgn5qnahL6bCkf2yKt4k3nuTKAtT4r3IG8JNR2ncsIMdZuAzJjHQQ==}
 
+  node-domexception@1.0.0:
+    resolution: {integrity: sha512-/jKZoMpw0F8GRwl4/eLROPA3cfcXtLApP0QzLmUT/HuPCZWyB7IY9ZrMeKw2O/nFIqPQB3PVM9aYm0F312AXDQ==}
+    engines: {node: '>=10.5.0'}
+    deprecated: Use your platform's native DOMException instead
+
   node-exports-info@1.6.0:
     resolution: {integrity: sha512-pyFS63ptit/P5WqUkt+UUfe+4oevH+bFeIiPPdfb0pFeYEu/1ELnJu5l+5EcTKYL5M7zaAa7S8ddywgXypqKCw==}
     engines: {node: '>= 0.4'}
@@ -6603,6 +7154,18 @@ packages:
     resolution: {integrity: sha512-7x81NCL719oNbsq/3mh+hVrAWmFuEYUqrq/Iw3kUzH8ReypT9QQ0BLoJS7/G9k6N81XjW4qHWtjWwe/9eLy1EQ==}
     engines: {node: '>=12'}
 
+  openai@4.104.0:
+    resolution: {integrity: sha512-p99EFNsA/yX6UhVO93f5kJsDRLAg+CTA2RBqdHK4RtK8u5IJw32Hyb2dTGKbnnFmnuoBv5r7Z2CURI9sGZpSuA==}
+    hasBin: true
+    peerDependencies:
+      ws: ^8.18.0
+      zod: ^3.23.8
+    peerDependenciesMeta:
+      ws:
+        optional: true
+      zod:
+        optional: true
+
   opener@1.5.2:
     resolution: {integrity: sha512-ur5UIdyw5Y7yEj9wLzhqXiy6GZ3Mwx0yGI+5sMn2r0N0v3cKJvUmFH5yPP+WXh9e0xfyzyJX95D8l088DNFj7A==}
     hasBin: true
@@ -6743,6 +7306,9 @@ packages:
   path-to-regexp@6.3.0:
     resolution: {integrity: sha512-Yhpw4T9C6hPpgPeA28us07OJeqZ5EzQTkbfwuhsUg0c237RomFoETJgmp2sa3F/41gfLE6G5cqcYwznmeEeOlQ==}
 
+  path-to-regexp@8.3.0:
+    resolution: {integrity: sha512-7jdwVIRtsP8MYpdXSwOS0YdD0Du+qOoF/AEPIt88PcCFrZCzx41oxku1jD88hZBwbNUIEfpqvuhjFaMAqMTWnA==}
+
   path-type@4.0.0:
     resolution: {integrity: sha512-gDKb8aZMDeD/tZWs9P6+q0J9Mwkdl6xMV8TjnGP3qJVJ06bdMgkbBlLU8IdfOsIsFz2BW1rNVT3XuNEl8zPAvw==}
     engines: {node: '>=8'}
@@ -6763,6 +7329,15 @@ packages:
   pdf-lib@1.17.1:
     resolution: {integrity: sha512-V/mpyJAoTsN4cnP31vc0wfNA1+p20evqqnap0KLoRUN0Yk/p3wN52DOEsL4oBFcLdb76hlpKPtzJIgo67j/XLw==}
 
+  pdf-parse@2.4.5:
+    resolution: {integrity: sha512-mHU89HGh7v+4u2ubfnevJ03lmPgQ5WU4CxAVmTSh/sxVTEDYd1er/dKS/A6vg77NX47KTEoihq8jZBLr8Cxuwg==}
+    engines: {node: '>=20.16.0 <21 || >=22.3.0'}
+    hasBin: true
+
+  pdfjs-dist@5.4.296:
+    resolution: {integrity: sha512-DlOzet0HO7OEnmUmB6wWGJrrdvbyJKftI1bhMitK7O2N8W2gc757yyYBbINy9IDafXAV9wmKr9t7xsTaNKRG5Q==}
+    engines: {node: '>=20.16.0 || >=22.3.0'}
+
   pdfkit@0.17.2:
     resolution: {integrity: sha512-UnwF5fXy08f0dnp4jchFYAROKMNTaPqb/xgR8GtCzIcqoTnbOqtp3bwKvO4688oHI6vzEEs8Q6vqqEnC5IUELw==}
 
@@ -6871,6 +7446,10 @@ packages:
     resolution: {integrity: sha512-8OEwKp5juEvb/MjpIc4hjqfgCNysrS94RIOMXYvpYCdm/jglrKEiAYmiumbmGhCvs+IcInsphYDFwqrjr7398w==}
     hasBin: true
 
+  pkce-challenge@5.0.1:
+    resolution: {integrity: sha512-wQ0b/W4Fr01qtpHlqSqspcj3EhBvimsdh0KlHhH8HRZnMsEa0ea2fTULOXOS9ccQr3om+GcGRk4e+isrZWV8qQ==}
+    engines: {node: '>=16.20.0'}
+
   pkg-types@2.3.0:
     resolution: {integrity: sha512-SIqCzDRg0s9npO5XQ3tNZioRY1uK06lA41ynBC1YmFTmnY6FjUjVt6s4LoADmwoig1qqD0oK8h1p/8mlMx8Oig==}
 
@@ -6937,6 +7516,9 @@ packages:
   postgres-range@1.1.4:
     resolution: {integrity: sha512-i/hbxIE9803Alj/6ytL7UHQxRvZkI9O4Sy+J3HGc4F4oo/2eQAjTSNJ0bfxyse3bH0nuVesCk+3IRLaMtG3H6w==}
 
+  potpack@1.0.2:
+    resolution: {integrity: sha512-choctRBIV9EMT9WGAZHn3V7t0Z2pMQyl0EZE6pFc/6ml3ssw7Dlf/oAOvFwjm1HVsqfQN8GfeFyJ+d8tRzqueQ==}
+
   prelude-ls@1.2.1:
     resolution: {integrity: sha512-vkcDPrRZo1QZLbn5RLGPpg/WmIQ65qoWWhcGKf/b5eplkkarX0m9z8ppCat4mlOqUsWpyNuYgO3VRyrYHSzX5g==}
     engines: {node: '>= 0.8.0'}
@@ -6966,10 +7548,17 @@ packages:
   process-warning@5.0.0:
     resolution: {integrity: sha512-a39t9ApHNx2L4+HBnQKqxxHNs1r7KF+Intd8Q/g1bUh6q0WIp9voPXJ/x0j+ZL45KF1pJd9+q2jLIRMfvEshkA==}
 
+  process@0.11.10:
+    resolution: {integrity: sha512-cdGef/drWFoydD1JsMzuFf8100nZl+GT+yacc2bEced5f9Rjk4z+WtFUTBu9PhOi9j/jfmBPu0mMEY4wIdAF8A==}
+    engines: {node: '>= 0.6.0'}
+
   progress@2.0.3:
     resolution: {integrity: sha512-7PiHtLll5LdnKIMw100I+8xJXR5gW2QwWYkT6iJva0bXitZKa/XMrSbdmg3r2Xnaidz9Qumd0VPaMrZlF9V9sA==}
     engines: {node: '>=0.4.0'}
 
+  promise-worker-transferable@1.0.4:
+    resolution: {integrity: sha512-bN+0ehEnrXfxV2ZQvU2PetO0n4gqBD4ulq3MI1WOPLgr7/Mg9yRQkX5+0v1vagr74ZTsl7XtzlaYDo2EuCeYJw==}
+
   prompts@2.4.2:
     resolution: {integrity: sha512-NxNv/kLguCA7p3jE8oL2aEBsrJWgAakBpgmgK6lpPWV+WuOmY6r2/zbAVnP+T8bQlA0nzHXSJSJW0Hq7ylaD2Q==}
     engines: {node: '>= 6'}
@@ -6977,6 +7566,9 @@ packages:
   prop-types@15.8.1:
     resolution: {integrity: sha512-oj87CgZICdulUohogVAR7AjlC0327U4el4L6eAvOqCeudMDVU0NThNaV+b9Df4dXgSP1gXMTnPdhfe/2qDH5cg==}
 
+  property-information@7.1.0:
+    resolution: {integrity: sha512-TwEZ+X+yCJmYfL7TPUOcvBZ4QfoT5YenQiJuX//0th53DE6w0xxLEtfK3iyryQFddXuvkIk51EEgrJQ0WJkOmQ==}
+
   proto-list@1.2.4:
     resolution: {integrity: sha512-vtK/94akxsTMhe0/cbfpR+syPuszcuwhqVjJq26CuNDgFGj682oRBXOP5MJpv2r7JtE8MsiepGIqvvOTBwn2vA==}
 
@@ -7048,6 +7640,10 @@ packages:
     resolution: {integrity: sha512-s4VSOf6yN0rvbRZGxs8Om5CWj6seneMwK3oDb4lWDH0UPhWcxwOWw5+qk24bxq87szX1ydrwylIOp2uG1ojUpA==}
     engines: {node: '>= 0.8'}
 
+  raw-body@3.0.2:
+    resolution: {integrity: sha512-K5zQjDllxWkf7Z5xJdV0/B0WTNqx6vxG70zJE4N0kBs4LovmEYWJzQGxC9bS9RAKu3bgM40lrd5zoLJ12MQ5BA==}
+    engines: {node: '>= 0.10'}
+
   react-datepicker@7.6.0:
     resolution: {integrity: sha512-9cQH6Z/qa4LrGhzdc3XoHbhrxNcMi9MKjZmYgF/1MNNaJwvdSjv3Xd+jjvrEEbKEf71ZgCA3n7fQbdwd70qCRw==}
     peerDependencies:
@@ -7106,6 +7702,12 @@ packages:
       react: ^18.0.0
       react-dom: ^18.0.0
 
+  react-markdown@10.1.0:
+    resolution: {integrity: sha512-qKxVopLT/TyA6BX3Ue5NwabOsAzm0Q7kAPwq6L+wWDwisYs7R8vZ0nRXqq6rkueboxpkjvLGU9fWifiX/ZZFxQ==}
+    peerDependencies:
+      '@types/react': '>=18'
+      react: '>=18'
+
   react-promise-suspense@0.3.4:
     resolution: {integrity: sha512-I42jl7L3Ze6kZaq+7zXWSunBa3b1on5yfvUW6Eo/3fFOj6dZ5Bqmcd264nJbTK/gn1HjjILAjSwnZbV4RpSaNQ==}
 
@@ -7137,10 +7739,23 @@ packages:
       react: '>=16.6.0'
       react-dom: '>=16.6.0'
 
+  react-use-measure@2.1.7:
+    resolution: {integrity: sha512-KrvcAo13I/60HpwGO5jpW7E9DfusKyLPLvuHlUyP5zqnmAPhNc6qTRjUQrdTADl0lpPpDVU2/Gg51UlOGHXbdg==}
+    peerDependencies:
+      react: '>=16.13'
+      react-dom: '>=16.13'
+    peerDependenciesMeta:
+      react-dom:
+        optional: true
+
   react@19.2.4:
     resolution: {integrity: sha512-9nfp2hYpCwOjAN+8TZFGhtWEwgvWHXqESH8qT89AT/lWklpLON22Lc8pEtnpsZz7VmawabSU0gCjnj8aC0euHQ==}
     engines: {node: '>=0.10.0'}
 
+  readable-stream@4.7.0:
+    resolution: {integrity: sha512-oIGGmcpTLwPga8Bn6/Z75SVaH1z5dUut2ibSyAMVhmUggWpmDn2dapB0n7f8nwaSiRtepAsfJyfXIO5DCVAODg==}
+    engines: {node: ^12.22.0 || ^14.17.0 || >=16.0.0}
+
   readdirp@3.6.0:
     resolution: {integrity: sha512-hOS089on8RduqdbhvQ5Z37A0ESjsqz6qnRcffsMU3495FuTdqSm+7bhJ29JvIOsBDEEnan5DPu9t3To9VRlMzA==}
     engines: {node: '>=8.10.0'}
@@ -7161,6 +7776,14 @@ packages:
       react-dom: ^16.0.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
       react-is: ^16.8.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
 
+  redis-errors@1.2.0:
+    resolution: {integrity: sha512-1qny3OExCf0UvUV/5wpYKf2YwPcOqXzkwKKSmKHiE6ZMQs5heeE/c8eXK+PNllPvmjgAbfnsbpkGZWy8cBpn9w==}
+    engines: {node: '>=4'}
+
+  redis-parser@3.0.0:
+    resolution: {integrity: sha512-DJnGAeenTdpMEH6uAJRK/uiyEIH9WVsUmoLwzudwGJUwZPp80PDBWPHXSAGNPwNvIXAbe7MSUB1zQFugFml66A==}
+    engines: {node: '>=4'}
+
   redux-thunk@3.1.0:
     resolution: {integrity: sha512-NW2r5T6ksUKXCabzhL9z+h206HQw/NJkcLm1GPImRQ8IzfXwRGqjVhKJGauHirT0DAuyy6hjdnMZaRoAcy0Klw==}
     peerDependencies:
@@ -7177,6 +7800,25 @@ packages:
     resolution: {integrity: sha512-dYqgNSZbDwkaJ2ceRd9ojCGjBq+mOm9LmtXnAnEGyHhN/5R7iDW2TRw3h+o/jCFxus3P2LfWIIiwowAjANm7IA==}
     engines: {node: '>= 0.4'}
 
+  rehype-raw@7.0.0:
+    resolution: {integrity: sha512-/aE8hCfKlQeA8LmyeyQvQF3eBiLRGNlfBJEvWH7ivp9sBqs7TNqBL5X3v157rM4IFETqDnIOO+z5M/biZbo9Ww==}
+
+  remark-gfm@4.0.1:
+    resolution: {integrity: sha512-1quofZ2RQ9EWdeN34S79+KExV1764+wCUGop5CPL1WGdD0ocPpu91lzPGbwWMECpEpd42kJGQwzRfyov9j4yNg==}
+
+  remark-parse@11.0.0:
+    resolution: {integrity: sha512-FCxlKLNGknS5ba/1lmpYijMUzX2esxW5xQqjWxw2eHFfS2MSdaHVINFmhjo+qN1WhZhNimq0dZATN9pH0IDrpA==}
+
+  remark-rehype@11.1.2:
+    resolution: {integrity: sha512-Dh7l57ianaEoIpzbp0PC9UKAdCSVklD8E5Rpw7ETfbTl3FqcOOgq5q2LVDhgGCkaBv7p24JXikPdvhhmHvKMsw==}
+
+  remark-stringify@11.0.0:
+    resolution: {integrity: sha512-1OSmLd3awB/t8qdoEOMazZkNsfVTeY4fTsgzcQFdXNq8ToTN4ZGwrMnlda4K6smTFKD+GRV6O48i6Z4iKgPPpw==}
+
+  replicate@1.4.0:
+    resolution: {integrity: sha512-1ufKejfUVz/azy+5TnzQP7U1+MHVWZ6psnQ06az8byUUnRhT+DZ/MvewzB1NQYBVMgNKR7xPDtTwlcP5nv/5+w==}
+    engines: {git: '>=2.11.0', node: '>=18.0.0', npm: '>=7.19.0', yarn: '>=1.7.0'}
+
   require-directory@2.1.1:
     resolution: {integrity: sha512-fGxEI7+wsG9xrvdjsrlmL22OMTTiHRwAMroiEeMgq8gzoLC/PQr7RsRDSTLUg/bZAZtF+TVIkHc6/4RIKrui+Q==}
     engines: {node: '>=0.10.0'}
@@ -7257,6 +7899,10 @@ packages:
     engines: {node: '>=18.0.0', npm: '>=8.0.0'}
     hasBin: true
 
+  router@2.2.0:
+    resolution: {integrity: sha512-nLTrUKm2UyiL7rlhapu/Zl45FwNgkZGaCpZbIHajDYgwlJCOzLSk+cIPAnsEqV955GjILJnKbdQC1nVPz+gAYQ==}
+    engines: {node: '>= 18'}
+
   run-async@2.4.1:
     resolution: {integrity: sha512-tvVnVv01b8c1RrA6Ep7JkStj85Guv/YrMcwqYQnwjsAS2cTmmPGBBjAjpCW7RrSodNSoE2/qg9O4bceNvUuDgQ==}
     engines: {node: '>=0.12.0'}
@@ -7353,6 +7999,10 @@ packages:
     resolution: {integrity: sha512-VMbMxbDeehAxpOtWJXlcUS5E8iXh6QmN+BkRX1GARS3wRaXEEgzCcB10gTQazO42tpNIya8xIyNx8fll1OFPrg==}
     engines: {node: '>= 0.8.0'}
 
+  send@1.2.1:
+    resolution: {integrity: sha512-1gnZf7DFcoIcajTjTwjwuDjzuz4PPcY2StKPlsGAQ1+YH20IRVrBaXSWmdjowTJ6u8Rc01PoYOGHXfP1mYcZNQ==}
+    engines: {node: '>= 18'}
+
   serialize-javascript@6.0.2:
     resolution: {integrity: sha512-Saa1xPByTTq2gdeFZYLLo+RFE35NHZkAbqZeWNd3BpzppeVisAqpDjcp8dyf6uIvEqJRd46jemmyA4iFIeVk8g==}
 
@@ -7360,6 +8010,10 @@ packages:
     resolution: {integrity: sha512-x0RTqQel6g5SY7Lg6ZreMmsOzncHFU7nhnRWkKgWuMTu5NN0DR5oruckMqRvacAN9d5w6ARnRBXl9xhDCgfMeA==}
     engines: {node: '>= 0.8.0'}
 
+  serve-static@2.2.1:
+    resolution: {integrity: sha512-xRXBn0pPqQTVQiC8wyQrKs2MOlX24zQ0POGaj0kultvoOCstBQM5yvOhAVSUwOMjQtTvsPWoNCHfPGwaaQJhTw==}
+    engines: {node: '>= 18'}
+
   set-blocking@2.0.0:
     resolution: {integrity: sha512-KiKBS8AnWGEyLzofFfmvKwpdPzqiy16LvQfK3yv/fVH7Bj13/wl3JSR1J+rfgRE9q7xUJK4qvgS8raSOeLUehw==}
 
@@ -7488,6 +8142,9 @@ packages:
     resolution: {integrity: sha512-UjgapumWlbMhkBgzT7Ykc5YXUT46F0iKu8SGXq0bcwP5dz/h0Plj6enJqjz1Zbq2l5WaqYnrVbwWOWMyF3F47g==}
     engines: {node: '>=0.10.0'}
 
+  space-separated-tokens@2.0.2:
+    resolution: {integrity: sha512-PEGlAwrG8yXGXRjW32fGbg66JAlOAwbObuqVoJpv/mRgoWDQfgH1wDPvtzWyUSNAXBGSk8h755YDbbcEy3SH2Q==}
+
   speedline-core@1.4.3:
     resolution: {integrity: sha512-DI7/OuAUD+GMpR6dmu8lliO2Wg5zfeh+/xsdyJZCzd8o5JgFUjCeLsBDuZjIQJdwXS3J0L/uZYrELKYqx+PXog==}
     engines: {node: '>=8.0'}
@@ -7512,6 +8169,9 @@ packages:
     resolution: {integrity: sha512-WjlahMgHmCJpqzU8bIBy4qtsZdU9lRlcZE3Lvyej6t4tuOuv1vk57OW3MBrj6hXBFx/nNoC9MPMTcr5YA7NQbg==}
     engines: {node: '>=6'}
 
+  standard-as-callback@2.1.0:
+    resolution: {integrity: sha512-qoRRSyROncaz1z0mvYqIE4lCd9p2R90i6GxW3uZv5ucSu8tU7B5HXUP1gG8pVZsYNVaXjk8ClXHPttLyxAL48A==}
+
   start-server-and-test@2.1.3:
     resolution: {integrity: sha512-k4EcbNjeg0odaDkAMlIeDVDByqX9PIgL4tivgP2tES6Zd8o+4pTq/HgbWCyA3VHIoZopB+wGnNPKYGGSByNriQ==}
     engines: {node: '>=16'}
@@ -7520,6 +8180,15 @@ packages:
   state-local@1.0.7:
     resolution: {integrity: sha512-HTEHMNieakEnoe33shBYcZ7NX83ACUjCu8c40iOGEZsngj9zRnkqS9j1pqQPXwobB0ZcVTk27REb7COQ0UR59w==}
 
+  stats-gl@2.4.2:
+    resolution: {integrity: sha512-g5O9B0hm9CvnM36+v7SFl39T7hmAlv541tU81ME8YeSb3i1CIP5/QdDeSB3A0la0bKNHpxpwxOVRo2wFTYEosQ==}
+    peerDependencies:
+      '@types/three': '*'
+      three: '*'
+
+  stats.js@0.17.0:
+    resolution: {integrity: sha512-hNKz8phvYLPEcRkeG1rsGmV5ChMjKDAWU7/OJJdDErPBNChQXxCo3WZurGpnWc6gZhAzEPFad1aVgyOANH1sMw==}
+
   statuses@2.0.2:
     resolution: {integrity: sha512-DvEy55V3DB7uknRo+4iOGT5fP1slR8wQohVdknigZPMpMstaKJQWhwiYBACJE3Ul2pTnATihhBYnRhZQHGBiRw==}
     engines: {node: '>= 0.8'}
@@ -7644,6 +8313,12 @@ packages:
   stubborn-utils@1.0.2:
     resolution: {integrity: sha512-zOh9jPYI+xrNOyisSelgym4tolKTJCQd5GBhK0+0xJvcYDcwlOoxF/rnFKQ2KRZknXSG9jWAp66fwP6AxN9STg==}
 
+  style-to-js@1.1.21:
+    resolution: {integrity: sha512-RjQetxJrrUJLQPHbLku6U/ocGtzyjbJMP9lCNK7Ag0CNh690nSH8woqWH9u16nMjYBAok+i7JO1NP2pOy8IsPQ==}
+
+  style-to-object@1.0.14:
+    resolution: {integrity: sha512-LIN7rULI0jBscWQYaSswptyderlarFkjQ+t79nzty8tcIAceVomEVlLzH5VP4Cmsv6MtKhs7qaAiwlcp+Mgaxw==}
+
   styled-jsx@5.1.6:
     resolution: {integrity: sha512-qSVyDTeMotdvQYoHWLNGwRFJHC+i+ZvdBRYosOFgC+Wg1vx4frN2/RG/NA7SYqqvKNLf39P2LSRA2pu6n0XYZA==}
     engines: {node: '>= 12.0.0'}
@@ -7676,12 +8351,22 @@ packages:
     resolution: {integrity: sha512-ot0WnXS9fgdkgIcePe6RHNk1WA8+muPa6cSjeR3V8K27q9BB1rTE3R1p7Hv0z1ZyAc8s6Vvv8DIyWf681MAt0w==}
     engines: {node: '>= 0.4'}
 
+  suspend-react@0.1.3:
+    resolution: {integrity: sha512-aqldKgX9aZqpoDp3e8/BZ8Dm7x1pJl+qI3ZKxDN0i/IQTWUwBx/ManmlVJ3wowqbno6c2bmiIfs+Um6LbsjJyQ==}
+    peerDependencies:
+      react: '>=17.0'
+
   svg-arc-to-cubic-bezier@3.2.0:
     resolution: {integrity: sha512-djbJ/vZKZO+gPoSDThGNpKDO+o+bAeA4XQKovvkNCqnIS2t+S4qnLAGQhyyrulhCFRl1WWzAp0wUDV8PpTVU3g==}
 
   svg-to-pdfkit@0.1.8:
     resolution: {integrity: sha512-QItiGZBy5TstGy+q8mjQTMGRlDDOARXLxH+sgVm1n/LYeo0zFcQlcCh8m4zi8QxctrxB9Kue/lStc/RD5iLadQ==}
 
+  swr@2.4.1:
+    resolution: {integrity: sha512-2CC6CiKQtEwaEeNiqWTAw9PGykW8SR5zZX8MZk6TeAvEAnVS7Visz8WzphqgtQ8v2xz/4Q5K+j+SeMaKXeeQIA==}
+    peerDependencies:
+      react: ^16.11.0 || ^17.0.0 || ^18.0.0 || ^19.0.0
+
   symbol-tree@3.2.4:
     resolution: {integrity: sha512-9QNk5KwDF+Bvz+PyObkmSYjI5ksVUYtjW7AU22r2NKcfLJcXp96hkDWU3+XndOsUb+AQ9QhfzfCT2O+CNWT5Tw==}
 
@@ -7751,6 +8436,23 @@ packages:
     resolution: {integrity: sha512-4iMVL6HAINXWf1ZKZjIPcz5wYaOdPhtO8ATvZ+Xqp3BTdaqtAwQkNmKORqcIo5YkQqGXq5cwfswDwMqqQNrpJA==}
     engines: {node: '>=20'}
 
+  three-mesh-bvh@0.8.3:
+    resolution: {integrity: sha512-4G5lBaF+g2auKX3P0yqx+MJC6oVt6sB5k+CchS6Ob0qvH0YIhuUk1eYr7ktsIpY+albCqE80/FVQGV190PmiAg==}
+    peerDependencies:
+      three: '>= 0.159.0'
+
+  three-stdlib@2.36.1:
+    resolution: {integrity: sha512-XyGQrFmNQ5O/IoKm556ftwKsBg11TIb301MB5dWNicziQBEs2g3gtOYIf7pFiLa0zI2gUwhtCjv9fmjnxKZ1Cg==}
+    peerDependencies:
+      three: '>=0.128.0'
+
+  three@0.183.1:
+    resolution: {integrity: sha512-Psv6bbd3d/M/01MT2zZ+VmD0Vj2dbWTNhfe4CuSg7w5TuW96M3NOyCVuh9SZQ05CpGmD7NEcJhZw4GVjhCYxfQ==}
+
+  throttleit@2.1.0:
+    resolution: {integrity: sha512-nt6AMGKW1p/70DF/hGBdJB57B8Tspmbp5gfJ8ilhLnt7kkr2ye7hzD6NVG8GGErk2HWF34igrL2CXmNIkzKqKw==}
+    engines: {node: '>=18'}
+
   through@2.3.8:
     resolution: {integrity: sha512-w89qg7PI8wAdvX60bMDP+bFoD5Dvhm9oLheFp5O4a2QF0cSBGsBX4qZmadPMvVqlLJBBci+WqGGOAPvcDeNSVg==}
 
@@ -7836,6 +8538,25 @@ packages:
     resolution: {integrity: sha512-L0Orpi8qGpRG//Nd+H90vFB+3iHnue1zSSGmNOOCh1GLJ7rUKVwV2HvijphGQS2UmhUZewS9VgvxYIdgr+fG1A==}
     hasBin: true
 
+  trim-lines@3.0.1:
+    resolution: {integrity: sha512-kRj8B+YHZCc9kQYdWfJB2/oUl9rA99qbowYYBtr4ui4mZyAQ2JpvVBd/6U2YloATfqBhBTSMhTpgBHtU0Mf3Rg==}
+
+  troika-three-text@0.52.4:
+    resolution: {integrity: sha512-V50EwcYGruV5rUZ9F4aNsrytGdKcXKALjEtQXIOBfhVoZU9VAqZNIoGQ3TMiooVqFAbR1w15T+f+8gkzoFzawg==}
+    peerDependencies:
+      three: '>=0.125.0'
+
+  troika-three-utils@0.52.4:
+    resolution: {integrity: sha512-NORAStSVa/BDiG52Mfudk4j1FG4jC4ILutB3foPnfGbOeIs9+G5vZLa0pnmnaftZUGm4UwSoqEpWdqvC7zms3A==}
+    peerDependencies:
+      three: '>=0.125.0'
+
+  troika-worker-utils@0.52.0:
+    resolution: {integrity: sha512-W1CpvTHykaPH5brv5VHLfQo9D1OYuo0cSBEUQFFT/nBUzM8iD6Lq2/tgG/f1OelbAS1WtaTPQzE5uM49egnngw==}
+
+  trough@2.2.0:
+    resolution: {integrity: sha512-tmMpK00BjZiUyVyvrBK7knerNgmgvcV/KLVyuma/SC+TQN167GrMRciANTz09+k3zW8L8t60jWO1GpfkZdjTaw==}
+
   truncate-utf8-bytes@1.0.2:
     resolution: {integrity: sha512-95Pu1QXQvruGEhv62XCMO3Mm90GscOCClvrIUwCM0PYOXK3kaF3l3sIHxx71ThJfcbM2O5Au6SO3AWCSEfW4mQ==}
 
@@ -7874,6 +8595,9 @@ packages:
     engines: {node: '>=18.0.0'}
     hasBin: true
 
+  tunnel-rat@0.1.2:
+    resolution: {integrity: sha512-lR5VHmkPhzdhrM092lI2nACsLO4QubF0/yoOhzX7c+wIpbN1GjHNzCc91QlpxBi+cnx8vVJ+Ur6vL5cEoQPFpQ==}
+
   turbo-darwin-64@2.8.10:
     resolution: {integrity: sha512-A03fXh+B7S8mL3PbdhTd+0UsaGrhfyPkODvzBDpKRY7bbeac4MDFpJ7I+Slf2oSkCEeSvHKR7Z4U71uKRUfX7g==}
     cpu: [x64]
@@ -7924,6 +8648,10 @@ packages:
     resolution: {integrity: sha512-TkRKr9sUTxEH8MdfuCSP7VizJyzRNMjj2J2do2Jr3Kym598JVdEksuzPQCnlFPW4ky9Q+iA+ma9BGm06XQBy8g==}
     engines: {node: '>= 0.6'}
 
+  type-is@2.0.1:
+    resolution: {integrity: sha512-OZs6gsjF4vMp32qrCbiVSkrFmXtG/AZhY3t0iAMrMBiAZyV9oALtXO8hsrHbMXF9x6L3grlFuwW2oAz7cav+Gw==}
+    engines: {node: '>= 0.6'}
+
   typed-array-buffer@1.0.3:
     resolution: {integrity: sha512-nAYYwfY3qnzX30IkA6AQZjVbtK6duGontcQm1WSG1MD94YLqK0515GNApXkoxKOWMusVssAHWLh9SeaoefYFGw==}
     engines: {node: '>= 0.4'}
@@ -7966,6 +8694,9 @@ packages:
     resolution: {integrity: sha512-nWJ91DjeOkej/TA8pXQ3myruKpKEYgqvpw9lz4OPHj/NWFNluYrjbz9j01CJ8yKQd2g4jFoOkINCTW2I5LEEyw==}
     engines: {node: '>= 0.4'}
 
+  undici-types@5.26.5:
+    resolution: {integrity: sha512-JlCMO+ehdEIKqlFxk6IfVoAUVmgz7cU7zD/h9XZ0qzeosSHmUJVOzSQvvYSYWXkFXC+IfLKSIffhv0sVZup6pA==}
+
   undici-types@6.21.0:
     resolution: {integrity: sha512-iwDZqg0QAGrg9Rav5H4n0M64c3mkR59cJ6wQp+7C4nI0gsmExaedaYLNO44eT4AtBBwjbTiGPMlt2Md0T9H9JQ==}
 
@@ -7987,6 +8718,9 @@ packages:
   unicode-trie@2.0.0:
     resolution: {integrity: sha512-x7bc76x0bm4prf1VLg79uhAzKw8DVboClSN5VxJuQ+LKDOVEW9CdH+VY7SP+vX7xCYQqzzgQpFqz15zeLvAtZQ==}
 
+  unified@11.0.5:
+    resolution: {integrity: sha512-xKvGhPWw3k84Qjh8bI3ZeJjqnyadK+GEFtazSfZv/rKeTkTjOJho6mFqh2SM96iIcZokxiOpg78GazTSg8+KHA==}
+
   unique-string@2.0.0:
     resolution: {integrity: sha512-uNaeirEPvpZWSgzwsPGtU2zVSTrn/8L5q/IexZmH0eH6SA73CmAA5U4GwORTxQAZs95TAXLNqeLoPPNO5gZfWg==}
     engines: {node: '>=8'}
@@ -7997,6 +8731,9 @@ packages:
   unist-util-position-from-estree@2.0.0:
     resolution: {integrity: sha512-KaFVRjoqLyF6YXCbVLNad/eS4+OfPQQn2yOd7zF/h5T/CSL2v8NpN6a5TPvtbXthAGw5nG+PuTtq+DdIZr+cRQ==}
 
+  unist-util-position@5.0.0:
+    resolution: {integrity: sha512-fucsC7HjXvkB5R3kTCO7kUjRdrS0BJt3M/FPxmHMBOm8JQi2BsHAHFsy27E0EolP8rp0NzXsJ+jNPyDWvOJZPA==}
+
   unist-util-stringify-position@4.0.0:
     resolution: {integrity: sha512-0ASV06AAoKCDkS2+xw5RXJywruurpbC4JZSm7nr7MOt1ojAzvyyaO+UxZf18j8FCF6kmzCZKcAgN/yu2gm2XgQ==}
 
@@ -8056,6 +8793,10 @@ packages:
   util-deprecate@1.0.2:
     resolution: {integrity: sha512-EPD5q1uXyFxJpCrLnCc1nHnq3gOa6DZBocAIiI2TaSCA7VCJ1UJDMagCzIkXNsUYfD1daK//LTEQ8xiIbrHtcw==}
 
+  utility-types@3.11.0:
+    resolution: {integrity: sha512-6Z7Ma2aVEWisaL6TvBCy7P8rm2LQoPv6dJ7ecIaIixHcwfbJ0x7mWdbcwlIM5IGQxPZSFYeqRCqlOOeKoJYMkw==}
+    engines: {node: '>= 4'}
+
   utils-merge@1.0.1:
     resolution: {integrity: sha512-pMZTvIkT1d+TFGvDOqodOclx0QWkkgi6Tdoa8gC8ffGAAqz9pzPTZWAybbsHHoED/ztMtkv/VoYTYyShUn81hA==}
     engines: {node: '>= 0.4.0'}
@@ -8083,9 +8824,15 @@ packages:
     resolution: {integrity: sha512-BNGbWLfd0eUPabhkXUVm0j8uuvREyTh5ovRa/dyow/BqAbZJyC+5fU+IzQOzmAKzYqYRAISoRhdQr3eIZ/PXqg==}
     engines: {node: '>= 0.8'}
 
+  vfile-location@5.0.3:
+    resolution: {integrity: sha512-5yXvWDEgqeiYiBe1lbxYF7UMAIm/IcopxMHrMQDq3nvKcjPKIhZklUKL+AE7J7uApI4kwe2snsK+eI6UTj9EHg==}
+
   vfile-message@4.0.3:
     resolution: {integrity: sha512-QTHzsGd1EhbZs4AsQ20JX1rC3cOlt/IWJruk893DfLRr57lcnOeMaWG4K0JrRta4mIJZKth2Au3mM3u03/JWKw==}
 
+  vfile@6.0.3:
+    resolution: {integrity: sha512-KzIbH/9tXat2u30jf+smMwFCsno4wHVdNmzFyL+T/L3UGqqk6JKfVqOFOZEpZSHADH1k40ab6NUIXZq422ov3Q==}
+
   victory-vendor@37.3.6:
     resolution: {integrity: sha512-SbPDPdDBYp+5MJHhBCAyI7wKM3d5ivekigc2Dk2s7pgbZ9wIgIBYGVw4zGHBml/qTFbexrofXW6Gu4noGxrOwQ==}
 
@@ -8190,9 +8937,22 @@ packages:
     resolution: {integrity: sha512-Zn5uXdcFNIA1+1Ei5McRd+iRzfhENPCe7LeABkJtNulSxjma+l7ltNx55BWZkRlwRnpOgHqxnjyaDgJnNXnqzg==}
     engines: {node: '>=10.13.0'}
 
+  web-namespaces@2.0.1:
+    resolution: {integrity: sha512-bKr1DkiNa2krS7qxNtdrtHAmzuYGFQLiQ13TsorsdT6ULTkPLKuu5+GsFpDlg6JFjUTwX2DyhMPG2be8uPrqsQ==}
+
+  web-streams-polyfill@4.0.0-beta.3:
+    resolution: {integrity: sha512-QW95TCTaHmsYfHDybGMwO5IJIM93I/6vTRk+daHTWFPhwh+C8Cg7j7XyKrwrj8Ib6vYXe0ocYNrmzY4xAAN6ug==}
+    engines: {node: '>= 14'}
+
   webdriver-bidi-protocol@0.4.1:
     resolution: {integrity: sha512-ARrjNjtWRRs2w4Tk7nqrf2gBI0QXWuOmMCx2hU+1jUt6d00MjMxURrhxhGbrsoiZKJrhTSTzbIrc554iKI10qw==}
 
+  webgl-constants@1.1.1:
+    resolution: {integrity: sha512-LkBXKjU5r9vAW7Gcu3T5u+5cvSvh5WwINdr0C+9jpzVB41cjQAP5ePArDtk/WHYdVj0GefCgM73BA7FlIiNtdg==}
+
+  webgl-sdf-generator@1.1.1:
+    resolution: {integrity: sha512-9Z0JcMTFxeE+b2x1LJTdnaT8rT8aEp7MVxkNwoycNmJWwPdzoXzMh0BjJSh/AEFP+KPYZUli814h8bJZFIZ2jA==}
+
   webidl-conversions@3.0.1:
     resolution: {integrity: sha512-2JAn3z8AR6rjK8Sm8orRC0h/bcl/DqL7tRPdGZ4I1CjdF+EaMLmYxBHyXuKL849eucPFhvBoxMsflfOb8kxaeQ==}
 
@@ -8426,6 +9186,11 @@ packages:
   yoga-layout@3.2.1:
     resolution: {integrity: sha512-0LPOt3AxKqMdFBZA3HBAt/t/8vIKq7VaQYbuA8WxCgung+p9TVyKRYdpvCb80HcdTN2NkbIKbhNwKUfm3tQywQ==}
 
+  zod-to-json-schema@3.25.1:
+    resolution: {integrity: sha512-pM/SU9d3YAggzi6MtR4h7ruuQlqKtad8e9S0fmxcMi+ueAK5Korys/aWcV9LIIHTVbj01NdzxcnXSN+O74ZIVA==}
+    peerDependencies:
+      zod: ^3.25 || ^4
+
   zod-validation-error@4.0.2:
     resolution: {integrity: sha512-Q6/nZLe6jxuU80qb/4uJ4t5v2VEZ44lzQjPDhYJNztRQ4wyWc6VF3D3Kb/fAuPetZQnhS3hnajCf9CsWesghLQ==}
     engines: {node: '>=18.0.0'}
@@ -8435,6 +9200,39 @@ packages:
   zod@3.25.76:
     resolution: {integrity: sha512-gzUt/qt81nXsFGKIFcC3YnfEAx5NkunCfnDlvuBSSFS02bcXu4Lmea0AFIUwbLWxWPx3d9p8S5QoaujKcNQxcQ==}
 
+  zustand@4.5.7:
+    resolution: {integrity: sha512-CHOUy7mu3lbD6o6LJLfllpjkzhHXSBlX8B9+qPddUsIfeF5S/UZ5q0kmCsnRqT1UHFQZchNFDDzMbQsuesHWlw==}
+    engines: {node: '>=12.7.0'}
+    peerDependencies:
+      '@types/react': '>=16.8'
+      immer: '>=9.0.6'
+      react: '>=16.8'
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      immer:
+        optional: true
+      react:
+        optional: true
+
+  zustand@5.0.11:
+    resolution: {integrity: sha512-fdZY+dk7zn/vbWNCYmzZULHRrss0jx5pPFiOuMZ/5HJN6Yv3u+1Wswy/4MpZEkEGhtNH+pwxZB8OKgUBPzYAGg==}
+    engines: {node: '>=12.20.0'}
+    peerDependencies:
+      '@types/react': '>=18.0.0'
+      immer: '>=9.0.6'
+      react: '>=18.0.0'
+      use-sync-external-store: '>=1.2.0'
+    peerDependenciesMeta:
+      '@types/react':
+        optional: true
+      immer:
+        optional: true
+      react:
+        optional: true
+      use-sync-external-store:
+        optional: true
+
   zwitch@2.0.4:
     resolution: {integrity: sha512-bXE4cR/kVZhKZX/RjPEflHaKVhUVl85noU3v6b8apfQEc1x4A+zBxjZ4lN8LqGd6WZ3dl98pY4o717VFmoPp+A==}
 
@@ -8442,6 +9240,66 @@ snapshots:
 
   '@acemir/cssom@0.9.31': {}
 
+  '@ai-sdk/gateway@3.0.55(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 3.0.8
+      '@ai-sdk/provider-utils': 4.0.15(zod@3.25.76)
+      '@vercel/oidc': 3.1.0
+      zod: 3.25.76
+
+  '@ai-sdk/gateway@3.0.66(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 3.0.8
+      '@ai-sdk/provider-utils': 4.0.19(zod@3.25.76)
+      '@vercel/oidc': 3.1.0
+      zod: 3.25.76
+
+  '@ai-sdk/google@3.0.31(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 3.0.8
+      '@ai-sdk/provider-utils': 4.0.15(zod@3.25.76)
+      zod: 3.25.76
+
+  '@ai-sdk/openai@3.0.36(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 3.0.8
+      '@ai-sdk/provider-utils': 4.0.15(zod@3.25.76)
+      zod: 3.25.76
+
+  '@ai-sdk/openai@3.0.41(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 3.0.8
+      '@ai-sdk/provider-utils': 4.0.19(zod@3.25.76)
+      zod: 3.25.76
+
+  '@ai-sdk/provider-utils@4.0.15(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 3.0.8
+      '@standard-schema/spec': 1.1.0
+      eventsource-parser: 3.0.6
+      zod: 3.25.76
+
+  '@ai-sdk/provider-utils@4.0.19(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider': 3.0.8
+      '@standard-schema/spec': 1.1.0
+      eventsource-parser: 3.0.6
+      zod: 3.25.76
+
+  '@ai-sdk/provider@3.0.8':
+    dependencies:
+      json-schema: 0.4.0
+
+  '@ai-sdk/react@3.0.118(react@19.2.4)(zod@3.25.76)':
+    dependencies:
+      '@ai-sdk/provider-utils': 4.0.19(zod@3.25.76)
+      ai: 6.0.116(zod@3.25.76)
+      react: 19.2.4
+      swr: 2.4.1(react@19.2.4)
+      throttleit: 2.1.0
+    transitivePeerDependencies:
+      - zod
+
   '@alloc/quick-lru@5.2.0': {}
 
   '@apidevtools/json-schema-ref-parser@11.9.3':
@@ -8953,8 +9811,6 @@ snapshots:
 
   '@dimforge/rapier3d-compat@0.12.0': {}
 
-  '@directus/sdk@21.1.0': {}
-
   '@discoveryjs/json-ext@0.5.7': {}
 
   '@dnd-kit/accessibility@3.1.1(react@19.2.4)':
@@ -9485,6 +10341,10 @@ snapshots:
     dependencies:
       '@hapi/hoek': 11.0.7
 
+  '@hono/node-server@1.19.11(hono@4.12.5)':
+    dependencies:
+      hono: 4.12.5
+
   '@html-validate/stylish@4.3.0':
     dependencies:
       kleur: 4.1.5
@@ -9596,6 +10456,8 @@ snapshots:
   '@img/sharp-win32-x64@0.34.5':
     optional: true
 
+  '@ioredis/commands@1.5.0': {}
+
   '@isaacs/cliui@8.0.2':
     dependencies:
       string-width: 5.1.2
@@ -9825,9 +10687,24 @@ snapshots:
       - supports-color
       - utf-8-validate
 
+  '@mediapipe/tasks-vision@0.10.17': {}
+
   '@medv/finder@4.0.2': {}
 
-  '@mintel/eslint-config@1.8.21(@typescript-eslint/parser@8.56.1(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)':
+  '@mintel/content-engine@1.9.10(ws@8.19.0)(zod@3.25.76)':
+    dependencies:
+      '@mintel/journaling': 1.9.10(ws@8.19.0)(zod@3.25.76)
+      '@mintel/meme-generator': 1.9.10(ws@8.19.0)(zod@3.25.76)
+      '@mintel/thumbnail-generator': 1.9.10
+      dotenv: 17.3.1
+      openai: 4.104.0(ws@8.19.0)(zod@3.25.76)
+    transitivePeerDependencies:
+      - debug
+      - encoding
+      - ws
+      - zod
+
+  '@mintel/eslint-config@1.9.5(@typescript-eslint/parser@8.56.1(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3))(eslint@9.39.2(jiti@2.6.1))(typescript@5.9.3)':
     dependencies:
       '@eslint/eslintrc': 3.3.4
       '@eslint/js': 9.39.3
@@ -9844,13 +10721,31 @@ snapshots:
       - supports-color
       - typescript
 
-  '@mintel/mail@1.8.21(react-dom@19.2.4(react@19.2.4))(react@19.2.4)':
+  '@mintel/journaling@1.9.10(ws@8.19.0)(zod@3.25.76)':
+    dependencies:
+      axios: 1.13.5(debug@4.4.3)
+      openai: 4.104.0(ws@8.19.0)(zod@3.25.76)
+    transitivePeerDependencies:
+      - debug
+      - encoding
+      - ws
+      - zod
+
+  '@mintel/mail@1.9.5(react-dom@19.2.4(react@19.2.4))(react@19.2.4)':
     dependencies:
       '@react-email/components': 0.0.33(react-dom@19.2.4(react@19.2.4))(react@19.2.4)
       react: 19.2.4
       react-dom: 19.2.4(react@19.2.4)
 
-  '@mintel/next-config@1.8.21(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(@opentelemetry/context-async-hooks@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/core@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.1(@opentelemetry/api@1.9.0))(@swc/helpers@0.5.18)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)(typescript@5.9.3)(webpack@5.105.0(esbuild@0.25.12))':
+  '@mintel/meme-generator@1.9.10(ws@8.19.0)(zod@3.25.76)':
+    dependencies:
+      openai: 4.104.0(ws@8.19.0)(zod@3.25.76)
+    transitivePeerDependencies:
+      - encoding
+      - ws
+      - zod
+
+  '@mintel/next-config@1.9.5(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(@opentelemetry/context-async-hooks@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/core@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.1(@opentelemetry/api@1.9.0))(@swc/helpers@0.5.18)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)(typescript@5.9.3)(webpack@5.105.0(esbuild@0.25.12))':
     dependencies:
       '@sentry/nextjs': 10.39.0(@opentelemetry/context-async-hooks@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/core@2.5.1(@opentelemetry/api@1.9.0))(@opentelemetry/sdk-trace-base@2.5.1(@opentelemetry/api@1.9.0))(next@16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3))(react@19.2.4)(webpack@5.105.0(esbuild@0.25.12))
       next: 16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)
@@ -9873,9 +10768,8 @@ snapshots:
       - typescript
       - webpack
 
-  '@mintel/next-feedback@1.8.21(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)':
+  '@mintel/next-feedback@1.9.5(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)':
     dependencies:
-      '@directus/sdk': 21.1.0
       '@medv/finder': 4.0.2
       clsx: 2.1.1
       framer-motion: 11.18.2(react-dom@19.2.4(react@19.2.4))(react@19.2.4)
@@ -9894,9 +10788,8 @@ snapshots:
       - babel-plugin-react-compiler
       - sass
 
-  '@mintel/next-utils@1.8.21(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(@swc/helpers@0.5.18)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)(typescript@5.9.3)':
+  '@mintel/next-utils@1.9.5(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(@swc/helpers@0.5.18)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)(typescript@5.9.3)':
     dependencies:
-      '@directus/sdk': 21.1.0
       next: 16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3)
       next-intl: 4.8.2(@swc/helpers@0.5.18)(next@16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3))(react@19.2.4)(typescript@5.9.3)
       zod: 3.25.76
@@ -9912,7 +10805,57 @@ snapshots:
       - sass
       - typescript
 
-  '@mintel/tsconfig@1.8.21': {}
+  '@mintel/payload-ai@1.9.15(patch_hash=934315d3f15180552789a94bf76c34624501f601cc7409c24da3dc27af96c8fb)(@payloadcms/next@3.77.0(@types/react@19.2.13)(graphql@16.12.0)(monaco-editor@0.55.1)(next@16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3))(payload@3.77.0(graphql@16.12.0)(typescript@5.9.3))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(typescript@5.9.3))(@payloadcms/ui@3.77.0(@types/react@19.2.13)(monaco-editor@0.55.1)(next@16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3))(payload@3.77.0(graphql@16.12.0)(typescript@5.9.3))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(typescript@5.9.3))(payload@3.77.0(graphql@16.12.0)(typescript@5.9.3))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(typescript@5.9.3)(ws@8.19.0)':
+    dependencies:
+      '@ai-sdk/openai': 3.0.41(zod@3.25.76)
+      '@ai-sdk/react': 3.0.118(react@19.2.4)(zod@3.25.76)
+      '@mintel/content-engine': 1.9.10(ws@8.19.0)(zod@3.25.76)
+      '@mintel/thumbnail-generator': 1.9.10
+      '@modelcontextprotocol/sdk': 1.27.1(zod@3.25.76)
+      '@payloadcms/next': 3.77.0(@types/react@19.2.13)(graphql@16.12.0)(monaco-editor@0.55.1)(next@16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3))(payload@3.77.0(graphql@16.12.0)(typescript@5.9.3))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(typescript@5.9.3)
+      '@payloadcms/ui': 3.77.0(@types/react@19.2.13)(monaco-editor@0.55.1)(next@16.1.6(@babel/core@7.29.0)(@opentelemetry/api@1.9.0)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(sass@1.97.3))(payload@3.77.0(graphql@16.12.0)(typescript@5.9.3))(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(typescript@5.9.3)
+      '@qdrant/js-client-rest': 1.17.0(typescript@5.9.3)
+      ai: 6.0.116(zod@3.25.76)
+      payload: 3.77.0(graphql@16.12.0)(typescript@5.9.3)
+      react: 19.2.4
+      react-dom: 19.2.4(react@19.2.4)
+      replicate: 1.4.0
+      zod: 3.25.76
+    transitivePeerDependencies:
+      - '@cfworker/json-schema'
+      - debug
+      - encoding
+      - supports-color
+      - typescript
+      - ws
+
+  '@mintel/thumbnail-generator@1.9.10':
+    dependencies:
+      replicate: 1.4.0
+
+  '@mintel/tsconfig@1.9.5': {}
+
+  '@modelcontextprotocol/sdk@1.27.1(zod@3.25.76)':
+    dependencies:
+      '@hono/node-server': 1.19.11(hono@4.12.5)
+      ajv: 8.18.0
+      ajv-formats: 3.0.1(ajv@8.18.0)
+      content-type: 1.0.5
+      cors: 2.8.6
+      cross-spawn: 7.0.6
+      eventsource: 3.0.7
+      eventsource-parser: 3.0.6
+      express: 5.2.1
+      express-rate-limit: 8.3.0(express@5.2.1)
+      hono: 4.12.5
+      jose: 6.2.0
+      json-schema-typed: 8.0.2
+      pkce-challenge: 5.0.1
+      raw-body: 3.0.2
+      zod: 3.25.76
+      zod-to-json-schema: 3.25.1(zod@3.25.76)
+    transitivePeerDependencies:
+      - supports-color
 
   '@monaco-editor/loader@1.7.0':
     dependencies:
@@ -9925,6 +10868,54 @@ snapshots:
       react: 19.2.4
       react-dom: 19.2.4(react@19.2.4)
 
+  '@monogrid/gainmap-js@3.4.0(three@0.183.1)':
+    dependencies:
+      promise-worker-transferable: 1.0.4
+      three: 0.183.1
+
+  '@napi-rs/canvas-android-arm64@0.1.80':
+    optional: true
+
+  '@napi-rs/canvas-darwin-arm64@0.1.80':
+    optional: true
+
+  '@napi-rs/canvas-darwin-x64@0.1.80':
+    optional: true
+
+  '@napi-rs/canvas-linux-arm-gnueabihf@0.1.80':
+    optional: true
+
+  '@napi-rs/canvas-linux-arm64-gnu@0.1.80':
+    optional: true
+
+  '@napi-rs/canvas-linux-arm64-musl@0.1.80':
+    optional: true
+
+  '@napi-rs/canvas-linux-riscv64-gnu@0.1.80':
+    optional: true
+
+  '@napi-rs/canvas-linux-x64-gnu@0.1.80':
+    optional: true
+
+  '@napi-rs/canvas-linux-x64-musl@0.1.80':
+    optional: true
+
+  '@napi-rs/canvas-win32-x64-msvc@0.1.80':
+    optional: true
+
+  '@napi-rs/canvas@0.1.80':
+    optionalDependencies:
+      '@napi-rs/canvas-android-arm64': 0.1.80
+      '@napi-rs/canvas-darwin-arm64': 0.1.80
+      '@napi-rs/canvas-darwin-x64': 0.1.80
+      '@napi-rs/canvas-linux-arm-gnueabihf': 0.1.80
+      '@napi-rs/canvas-linux-arm64-gnu': 0.1.80
+      '@napi-rs/canvas-linux-arm64-musl': 0.1.80
+      '@napi-rs/canvas-linux-riscv64-gnu': 0.1.80
+      '@napi-rs/canvas-linux-x64-gnu': 0.1.80
+      '@napi-rs/canvas-linux-x64-musl': 0.1.80
+      '@napi-rs/canvas-win32-x64-msvc': 0.1.80
+
   '@napi-rs/wasm-runtime@0.2.12':
     dependencies:
       '@emnapi/core': 1.8.1
@@ -10572,6 +11563,14 @@ snapshots:
       - react-native-b4a
       - supports-color
 
+  '@qdrant/js-client-rest@1.17.0(typescript@5.9.3)':
+    dependencies:
+      '@qdrant/openapi-typescript-fetch': 1.2.6
+      typescript: 5.9.3
+      undici: 6.23.0
+
+  '@qdrant/openapi-typescript-fetch@1.2.6': {}
+
   '@react-email/body@0.0.11(react@19.2.4)':
     dependencies:
       react: 19.2.4
@@ -10923,6 +11922,59 @@ snapshots:
       '@react-pdf/primitives': 4.1.1
       '@react-pdf/stylesheet': 6.1.2
 
+  '@react-three/drei@10.7.7(@react-three/fiber@9.5.0(@types/react@19.2.13)(immer@11.1.4)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(three@0.183.1))(@types/react@19.2.13)(@types/three@0.183.1)(immer@11.1.4)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(three@0.183.1)':
+    dependencies:
+      '@babel/runtime': 7.28.6
+      '@mediapipe/tasks-vision': 0.10.17
+      '@monogrid/gainmap-js': 3.4.0(three@0.183.1)
+      '@react-three/fiber': 9.5.0(@types/react@19.2.13)(immer@11.1.4)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(three@0.183.1)
+      '@use-gesture/react': 10.3.1(react@19.2.4)
+      camera-controls: 3.1.2(three@0.183.1)
+      cross-env: 7.0.3
+      detect-gpu: 5.0.70
+      glsl-noise: 0.0.0
+      hls.js: 1.6.15
+      maath: 0.10.8(@types/three@0.183.1)(three@0.183.1)
+      meshline: 3.3.1(three@0.183.1)
+      react: 19.2.4
+      stats-gl: 2.4.2(@types/three@0.183.1)(three@0.183.1)
+      stats.js: 0.17.0
+      suspend-react: 0.1.3(react@19.2.4)
+      three: 0.183.1
+      three-mesh-bvh: 0.8.3(three@0.183.1)
+      three-stdlib: 2.36.1(three@0.183.1)
+      troika-three-text: 0.52.4(three@0.183.1)
+      tunnel-rat: 0.1.2(@types/react@19.2.13)(immer@11.1.4)(react@19.2.4)
+      use-sync-external-store: 1.6.0(react@19.2.4)
+      utility-types: 3.11.0
+      zustand: 5.0.11(@types/react@19.2.13)(immer@11.1.4)(react@19.2.4)(use-sync-external-store@1.6.0(react@19.2.4))
+    optionalDependencies:
+      react-dom: 19.2.4(react@19.2.4)
+    transitivePeerDependencies:
+      - '@types/react'
+      - '@types/three'
+      - immer
+
+  '@react-three/fiber@9.5.0(@types/react@19.2.13)(immer@11.1.4)(react-dom@19.2.4(react@19.2.4))(react@19.2.4)(three@0.183.1)':
+    dependencies:
+      '@babel/runtime': 7.28.6
+      '@types/webxr': 0.5.24
+      base64-js: 1.5.1
+      buffer: 6.0.3
+      its-fine: 2.0.0(@types/react@19.2.13)(react@19.2.4)
+      react: 19.2.4
+      react-use-measure: 2.1.7(react-dom@19.2.4(react@19.2.4))(react@19.2.4)
+      scheduler: 0.27.0
+      suspend-react: 0.1.3(react@19.2.4)
+      three: 0.183.1
+      use-sync-external-store: 1.6.0(react@19.2.4)
+      zustand: 5.0.11(@types/react@19.2.13)(immer@11.1.4)(react@19.2.4)(use-sync-external-store@1.6.0(react@19.2.4))
+    optionalDependencies:
+      react-dom: 19.2.4(react@19.2.4)
+    transitivePeerDependencies:
+      - '@types/react'
+      - immer
+
   '@reduxjs/toolkit@2.11.2(react-redux@9.2.0(@types/react@19.2.13)(react@19.2.4)(redux@5.0.1))(react@19.2.4)':
     dependencies:
       '@standard-schema/spec': 1.1.0
@@ -11508,6 +12560,8 @@ snapshots:
 
   '@types/deep-eql@4.0.2': {}
 
+  '@types/draco3d@1.4.10': {}
+
   '@types/eslint-scope@3.7.7':
     dependencies:
       '@types/eslint': 9.6.1
@@ -11555,6 +12609,15 @@ snapshots:
     dependencies:
       '@types/node': 22.19.10
 
+  '@types/node-fetch@2.6.13':
+    dependencies:
+      '@types/node': 22.19.13
+      form-data: 4.0.5
+
+  '@types/node@18.19.130':
+    dependencies:
+      undici-types: 5.26.5
+
   '@types/node@22.19.10':
     dependencies:
       undici-types: 6.21.0
@@ -11571,6 +12634,8 @@ snapshots:
     dependencies:
       '@types/node': 22.19.10
 
+  '@types/offscreencanvas@2019.7.3': {}
+
   '@types/parse-json@4.0.2': {}
 
   '@types/pg-pool@2.0.7':
@@ -11593,6 +12658,10 @@ snapshots:
     dependencies:
       '@types/react': 19.2.13
 
+  '@types/react-reconciler@0.28.9(@types/react@19.2.13)':
+    dependencies:
+      '@types/react': 19.2.13
+
   '@types/react-transition-group@4.4.12(@types/react@19.2.13)':
     dependencies:
       '@types/react': 19.2.13
@@ -11746,6 +12815,8 @@ snapshots:
       '@typescript-eslint/types': 8.56.1
       eslint-visitor-keys: 5.0.1
 
+  '@ungap/structured-clone@1.3.0': {}
+
   '@unrs/resolver-binding-android-arm-eabi@1.11.1':
     optional: true
 
@@ -11805,6 +12876,15 @@ snapshots:
   '@unrs/resolver-binding-win32-x64-msvc@1.11.1':
     optional: true
 
+  '@use-gesture/core@10.3.1': {}
+
+  '@use-gesture/react@10.3.1(react@19.2.4)':
+    dependencies:
+      '@use-gesture/core': 10.3.1
+      react: 19.2.4
+
+  '@vercel/oidc@3.1.0': {}
+
   '@vitejs/plugin-react@5.1.4(vite@7.3.1(@types/node@22.19.10)(jiti@2.6.1)(lightningcss@1.30.2)(sass@1.97.3)(terser@5.46.0)(tsx@4.21.0)(yaml@2.8.2))':
     dependencies:
       '@babel/core': 7.29.0
@@ -11951,6 +13031,10 @@ snapshots:
 
   abbrev@2.0.0: {}
 
+  abort-controller@3.0.0:
+    dependencies:
+      event-target-shim: 5.0.1
+
   abs-svg-path@0.1.1: {}
 
   accepts@1.3.8:
@@ -11958,6 +13042,11 @@ snapshots:
       mime-types: 2.1.35
       negotiator: 0.6.3
 
+  accepts@2.0.0:
+    dependencies:
+      mime-types: 3.0.2
+      negotiator: 1.0.0
+
   acorn-import-attributes@1.9.5(acorn@8.15.0):
     dependencies:
       acorn: 8.15.0
@@ -11992,6 +13081,26 @@ snapshots:
 
   agent-base@7.1.4: {}
 
+  agentkeepalive@4.6.0:
+    dependencies:
+      humanize-ms: 1.2.1
+
+  ai@6.0.101(zod@3.25.76):
+    dependencies:
+      '@ai-sdk/gateway': 3.0.55(zod@3.25.76)
+      '@ai-sdk/provider': 3.0.8
+      '@ai-sdk/provider-utils': 4.0.15(zod@3.25.76)
+      '@opentelemetry/api': 1.9.0
+      zod: 3.25.76
+
+  ai@6.0.116(zod@3.25.76):
+    dependencies:
+      '@ai-sdk/gateway': 3.0.66(zod@3.25.76)
+      '@ai-sdk/provider': 3.0.8
+      '@ai-sdk/provider-utils': 4.0.19(zod@3.25.76)
+      '@opentelemetry/api': 1.9.0
+      zod: 3.25.76
+
   ajv-formats@2.1.1(ajv@8.18.0):
     optionalDependencies:
       ajv: 8.18.0
@@ -12000,6 +13109,10 @@ snapshots:
     optionalDependencies:
       ajv: 8.17.1
 
+  ajv-formats@3.0.1(ajv@8.18.0):
+    optionalDependencies:
+      ajv: 8.18.0
+
   ajv-keywords@5.1.0(ajv@8.18.0):
     dependencies:
       ajv: 8.18.0
@@ -12207,6 +13320,8 @@ snapshots:
       cosmiconfig: 7.1.0
       resolve: 1.22.11
 
+  bail@2.0.2: {}
+
   balanced-match@4.0.3: {}
 
   balanced-match@4.0.4: {}
@@ -12291,6 +13406,20 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  body-parser@2.2.2:
+    dependencies:
+      bytes: 3.1.2
+      content-type: 1.0.5
+      debug: 4.4.3
+      http-errors: 2.0.1
+      iconv-lite: 0.7.2
+      on-finished: 2.4.1
+      qs: 6.14.1
+      raw-body: 3.0.2
+      type-is: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
   body-scroll-lock@4.0.0-beta.0: {}
 
   boolbase@1.0.0: {}
@@ -12329,6 +13458,11 @@ snapshots:
 
   buffer-from@1.1.2: {}
 
+  buffer@6.0.3:
+    dependencies:
+      base64-js: 1.5.1
+      ieee754: 1.2.1
+
   busboy@1.6.0:
     dependencies:
       streamsearch: 1.1.0
@@ -12356,6 +13490,10 @@ snapshots:
 
   camelcase@5.3.1: {}
 
+  camera-controls@3.1.2(three@0.183.1):
+    dependencies:
+      three: 0.183.1
+
   caniuse-lite@1.0.30001769: {}
 
   ccount@2.0.1: {}
@@ -12526,6 +13664,8 @@ snapshots:
 
   clsx@2.1.1: {}
 
+  cluster-key-slot@1.1.2: {}
+
   color-convert@1.9.3:
     dependencies:
       color-name: 1.1.3
@@ -12549,6 +13689,8 @@ snapshots:
     dependencies:
       delayed-stream: 1.0.0
 
+  comma-separated-tokens@2.0.3: {}
+
   commander@10.0.1: {}
 
   commander@13.1.0: {}
@@ -12626,6 +13768,8 @@ snapshots:
     dependencies:
       safe-buffer: 5.2.1
 
+  content-disposition@1.0.1: {}
+
   content-type@1.0.5: {}
 
   conventional-changelog-angular@8.1.0:
@@ -12646,6 +13790,8 @@ snapshots:
 
   cookie-signature@1.0.7: {}
 
+  cookie-signature@1.2.2: {}
+
   cookie@0.7.2: {}
 
   core-js@3.48.0: {}
@@ -12693,6 +13839,10 @@ snapshots:
 
   croner@9.1.0: {}
 
+  cross-env@7.0.3:
+    dependencies:
+      cross-spawn: 7.0.6
+
   cross-spawn@7.0.6:
     dependencies:
       path-key: 3.1.1
@@ -12961,12 +14111,18 @@ snapshots:
 
   delayed-stream@1.0.0: {}
 
+  denque@2.1.0: {}
+
   depd@2.0.0: {}
 
   dequal@2.0.3: {}
 
   destroy@1.2.0: {}
 
+  detect-gpu@5.0.70:
+    dependencies:
+      webgl-constants: 1.1.1
+
   detect-libc@2.1.2: {}
 
   devlop@1.1.0:
@@ -13022,6 +14178,8 @@ snapshots:
 
   dotenv@17.3.1: {}
 
+  draco3d@1.5.7: {}
+
   drizzle-kit@0.31.7:
     dependencies:
       '@drizzle-team/brocli': 0.10.2
@@ -13332,6 +14490,8 @@ snapshots:
 
   escape-string-regexp@4.0.0: {}
 
+  escape-string-regexp@5.0.0: {}
+
   escodegen@2.1.0:
     dependencies:
       esprima: 4.0.1
@@ -13579,6 +14739,8 @@ snapshots:
       stream-combiner: 0.0.4
       through: 2.3.8
 
+  event-target-shim@5.0.1: {}
+
   eventemitter3@5.0.4: {}
 
   events-universal@1.0.1:
@@ -13589,6 +14751,12 @@ snapshots:
 
   events@3.3.0: {}
 
+  eventsource-parser@3.0.6: {}
+
+  eventsource@3.0.7:
+    dependencies:
+      eventsource-parser: 3.0.6
+
   execa@5.1.1:
     dependencies:
       cross-spawn: 7.0.6
@@ -13603,6 +14771,11 @@ snapshots:
 
   expect-type@1.3.0: {}
 
+  express-rate-limit@8.3.0(express@5.2.1):
+    dependencies:
+      express: 5.2.1
+      ip-address: 10.1.0
+
   express@4.22.1:
     dependencies:
       accepts: 1.3.8
@@ -13639,12 +14812,47 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  express@5.2.1:
+    dependencies:
+      accepts: 2.0.0
+      body-parser: 2.2.2
+      content-disposition: 1.0.1
+      content-type: 1.0.5
+      cookie: 0.7.2
+      cookie-signature: 1.2.2
+      debug: 4.4.3
+      depd: 2.0.0
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      finalhandler: 2.1.1
+      fresh: 2.0.0
+      http-errors: 2.0.1
+      merge-descriptors: 2.0.0
+      mime-types: 3.0.2
+      on-finished: 2.4.1
+      once: 1.4.0
+      parseurl: 1.3.3
+      proxy-addr: 2.0.7
+      qs: 6.14.1
+      range-parser: 1.2.1
+      router: 2.2.0
+      send: 1.2.1
+      serve-static: 2.2.1
+      statuses: 2.0.2
+      type-is: 2.0.1
+      vary: 1.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   exsolve@1.0.8: {}
 
   extend-shallow@2.0.1:
     dependencies:
       is-extendable: 0.1.1
 
+  extend@3.0.2: {}
+
   external-editor@3.1.0:
     dependencies:
       chardet: 0.7.0
@@ -13701,6 +14909,8 @@ snapshots:
     optionalDependencies:
       picomatch: 4.0.3
 
+  fflate@0.6.10: {}
+
   fflate@0.8.2: {}
 
   figures@2.0.0:
@@ -13735,6 +14945,17 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  finalhandler@2.1.1:
+    dependencies:
+      debug: 4.4.3
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      on-finished: 2.4.1
+      parseurl: 1.3.3
+      statuses: 2.0.2
+    transitivePeerDependencies:
+      - supports-color
+
   find-root@1.1.0: {}
 
   find-up@4.1.0:
@@ -13783,6 +15004,8 @@ snapshots:
       cross-spawn: 7.0.6
       signal-exit: 4.1.0
 
+  form-data-encoder@1.7.2: {}
+
   form-data@4.0.5:
     dependencies:
       asynckit: 0.4.0
@@ -13791,6 +15014,11 @@ snapshots:
       hasown: 2.0.2
       mime-types: 2.1.35
 
+  formdata-node@4.4.1:
+    dependencies:
+      node-domexception: 1.0.0
+      web-streams-polyfill: 4.0.0-beta.3
+
   forwarded-parse@2.1.2: {}
 
   forwarded@0.2.0: {}
@@ -13817,6 +15045,8 @@ snapshots:
 
   fresh@0.5.2: {}
 
+  fresh@2.0.0: {}
+
   from@0.1.7: {}
 
   fs.realpath@1.0.0: {}
@@ -13963,6 +15193,8 @@ snapshots:
       pify: 2.3.0
       pinkie-promise: 2.0.1
 
+  glsl-noise@0.0.0: {}
+
   gopd@1.2.0: {}
 
   graceful-fs@4.2.11: {}
@@ -14029,6 +15261,79 @@ snapshots:
     dependencies:
       function-bind: 1.1.2
 
+  hast-util-from-parse5@8.0.3:
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/unist': 3.0.3
+      devlop: 1.1.0
+      hastscript: 9.0.1
+      property-information: 7.1.0
+      vfile: 6.0.3
+      vfile-location: 5.0.3
+      web-namespaces: 2.0.1
+
+  hast-util-parse-selector@4.0.0:
+    dependencies:
+      '@types/hast': 3.0.4
+
+  hast-util-raw@9.1.0:
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/unist': 3.0.3
+      '@ungap/structured-clone': 1.3.0
+      hast-util-from-parse5: 8.0.3
+      hast-util-to-parse5: 8.0.1
+      html-void-elements: 3.0.0
+      mdast-util-to-hast: 13.2.1
+      parse5: 7.3.0
+      unist-util-position: 5.0.0
+      unist-util-visit: 5.1.0
+      vfile: 6.0.3
+      web-namespaces: 2.0.1
+      zwitch: 2.0.4
+
+  hast-util-to-jsx-runtime@2.3.6:
+    dependencies:
+      '@types/estree': 1.0.8
+      '@types/hast': 3.0.4
+      '@types/unist': 3.0.3
+      comma-separated-tokens: 2.0.3
+      devlop: 1.1.0
+      estree-util-is-identifier-name: 3.0.0
+      hast-util-whitespace: 3.0.0
+      mdast-util-mdx-expression: 2.0.1
+      mdast-util-mdx-jsx: 3.1.3
+      mdast-util-mdxjs-esm: 2.0.1
+      property-information: 7.1.0
+      space-separated-tokens: 2.0.2
+      style-to-js: 1.1.21
+      unist-util-position: 5.0.0
+      vfile-message: 4.0.3
+    transitivePeerDependencies:
+      - supports-color
+
+  hast-util-to-parse5@8.0.1:
+    dependencies:
+      '@types/hast': 3.0.4
+      comma-separated-tokens: 2.0.3
+      devlop: 1.1.0
+      property-information: 7.1.0
+      space-separated-tokens: 2.0.2
+      web-namespaces: 2.0.1
+      zwitch: 2.0.4
+
+  hast-util-whitespace@3.0.0:
+    dependencies:
+      '@types/hast': 3.0.4
+
+  hastscript@9.0.1:
+    dependencies:
+      '@types/hast': 3.0.4
+      comma-separated-tokens: 2.0.3
+      hast-util-parse-selector: 4.0.0
+      property-information: 7.1.0
+      space-separated-tokens: 2.0.2
+
   help-me@5.0.0: {}
 
   hermes-estree@0.25.1: {}
@@ -14037,10 +15342,14 @@ snapshots:
     dependencies:
       hermes-estree: 0.25.1
 
+  hls.js@1.6.15: {}
+
   hoist-non-react-statics@3.3.2:
     dependencies:
       react-is: 16.13.1
 
+  hono@4.12.5: {}
+
   hoopy@0.1.4: {}
 
   hsl-to-hex@1.0.0:
@@ -14069,6 +15378,8 @@ snapshots:
       htmlparser2: 8.0.2
       selderee: 0.11.0
 
+  html-url-attributes@3.0.1: {}
+
   html-validate@10.8.0(vitest@4.0.18):
     dependencies:
       '@html-validate/stylish': 4.3.0
@@ -14082,6 +15393,8 @@ snapshots:
     optionalDependencies:
       vitest: 4.0.18(@opentelemetry/api@1.9.0)(@types/node@22.19.10)(@vitest/ui@4.0.18)(happy-dom@20.6.1)(jiti@2.6.1)(jsdom@27.4.0)(lightningcss@1.30.2)(sass@1.97.3)(terser@5.46.0)(tsx@4.21.0)(yaml@2.8.2)
 
+  html-void-elements@3.0.0: {}
+
   html2canvas@1.4.1:
     dependencies:
       css-line-break: 2.1.0
@@ -14143,6 +15456,10 @@ snapshots:
 
   human-signals@2.1.0: {}
 
+  humanize-ms@1.2.1:
+    dependencies:
+      ms: 2.1.3
+
   husky@9.1.7: {}
 
   hyphen@1.14.1: {}
@@ -14163,6 +15480,10 @@ snapshots:
     dependencies:
       safer-buffer: 2.1.2
 
+  iconv-lite@0.7.2:
+    dependencies:
+      safer-buffer: 2.1.2
+
   icu-minify@4.8.2:
     dependencies:
       '@formatjs/icu-messageformat-parser': 3.5.1
@@ -14221,6 +15542,8 @@ snapshots:
 
   ini@4.1.1: {}
 
+  inline-style-parser@0.2.7: {}
+
   inquirer@6.5.2:
     dependencies:
       ansi-escapes: 3.2.0
@@ -14259,6 +15582,20 @@ snapshots:
       '@formatjs/icu-messageformat-parser': 3.5.1
       tslib: 2.8.1
 
+  ioredis@5.9.3:
+    dependencies:
+      '@ioredis/commands': 1.5.0
+      cluster-key-slot: 1.1.2
+      debug: 4.4.3
+      denque: 2.1.0
+      lodash.defaults: 4.2.0
+      lodash.isarguments: 3.1.0
+      redis-errors: 1.2.0
+      redis-parser: 3.0.0
+      standard-as-callback: 2.1.0
+    transitivePeerDependencies:
+      - supports-color
+
   ip-address@10.1.0: {}
 
   ipaddr.js@1.9.1: {}
@@ -14381,6 +15718,10 @@ snapshots:
 
   is-potential-custom-element-name@1.0.1: {}
 
+  is-promise@2.2.2: {}
+
+  is-promise@4.0.0: {}
+
   is-reference@1.2.1:
     dependencies:
       '@types/estree': 1.0.8
@@ -14464,6 +15805,13 @@ snapshots:
       has-symbols: 1.1.0
       set-function-name: 2.0.2
 
+  its-fine@2.0.0(@types/react@19.2.13)(react@19.2.4):
+    dependencies:
+      '@types/react-reconciler': 0.28.9(@types/react@19.2.13)
+      react: 19.2.4
+    transitivePeerDependencies:
+      - '@types/react'
+
   jackspeak@3.4.3:
     dependencies:
       '@isaacs/cliui': 8.0.2
@@ -14500,6 +15848,8 @@ snapshots:
 
   jose@5.9.6: {}
 
+  jose@6.2.0: {}
+
   joycon@3.1.1: {}
 
   jpeg-exif@1.1.4: {}
@@ -14581,6 +15931,8 @@ snapshots:
 
   json-schema-typed@8.0.2: {}
 
+  json-schema@0.4.0: {}
+
   json-stable-stringify-without-jsonify@1.0.1: {}
 
   json5@1.0.2:
@@ -14784,6 +16136,10 @@ snapshots:
 
   lodash.camelcase@4.3.0: {}
 
+  lodash.defaults@4.2.0: {}
+
+  lodash.isarguments@3.1.0: {}
+
   lodash.kebabcase@4.1.1: {}
 
   lodash.merge@4.6.2: {}
@@ -14842,6 +16198,11 @@ snapshots:
     dependencies:
       react: 19.2.4
 
+  maath@0.10.8(@types/three@0.183.1)(three@0.183.1):
+    dependencies:
+      '@types/three': 0.183.1
+      three: 0.183.1
+
   magic-string@0.30.21:
     dependencies:
       '@jridgewell/sourcemap-codec': 1.5.5
@@ -14856,6 +16217,8 @@ snapshots:
 
   map-stream@0.1.0: {}
 
+  markdown-table@3.0.4: {}
+
   marked@14.0.0: {}
 
   marked@15.0.12: {}
@@ -14877,6 +16240,13 @@ snapshots:
       crypt: 0.0.2
       is-buffer: 1.1.6
 
+  mdast-util-find-and-replace@3.0.2:
+    dependencies:
+      '@types/mdast': 4.0.4
+      escape-string-regexp: 5.0.0
+      unist-util-is: 6.0.1
+      unist-util-visit-parents: 6.0.2
+
   mdast-util-from-markdown@2.0.2:
     dependencies:
       '@types/mdast': 4.0.4
@@ -14894,6 +16264,74 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  mdast-util-gfm-autolink-literal@2.0.1:
+    dependencies:
+      '@types/mdast': 4.0.4
+      ccount: 2.0.1
+      devlop: 1.1.0
+      mdast-util-find-and-replace: 3.0.2
+      micromark-util-character: 2.1.1
+
+  mdast-util-gfm-footnote@2.1.0:
+    dependencies:
+      '@types/mdast': 4.0.4
+      devlop: 1.1.0
+      mdast-util-from-markdown: 2.0.2
+      mdast-util-to-markdown: 2.1.2
+      micromark-util-normalize-identifier: 2.0.1
+    transitivePeerDependencies:
+      - supports-color
+
+  mdast-util-gfm-strikethrough@2.0.0:
+    dependencies:
+      '@types/mdast': 4.0.4
+      mdast-util-from-markdown: 2.0.2
+      mdast-util-to-markdown: 2.1.2
+    transitivePeerDependencies:
+      - supports-color
+
+  mdast-util-gfm-table@2.0.0:
+    dependencies:
+      '@types/mdast': 4.0.4
+      devlop: 1.1.0
+      markdown-table: 3.0.4
+      mdast-util-from-markdown: 2.0.2
+      mdast-util-to-markdown: 2.1.2
+    transitivePeerDependencies:
+      - supports-color
+
+  mdast-util-gfm-task-list-item@2.0.0:
+    dependencies:
+      '@types/mdast': 4.0.4
+      devlop: 1.1.0
+      mdast-util-from-markdown: 2.0.2
+      mdast-util-to-markdown: 2.1.2
+    transitivePeerDependencies:
+      - supports-color
+
+  mdast-util-gfm@3.1.0:
+    dependencies:
+      mdast-util-from-markdown: 2.0.2
+      mdast-util-gfm-autolink-literal: 2.0.1
+      mdast-util-gfm-footnote: 2.1.0
+      mdast-util-gfm-strikethrough: 2.0.0
+      mdast-util-gfm-table: 2.0.0
+      mdast-util-gfm-task-list-item: 2.0.0
+      mdast-util-to-markdown: 2.1.2
+    transitivePeerDependencies:
+      - supports-color
+
+  mdast-util-mdx-expression@2.0.1:
+    dependencies:
+      '@types/estree-jsx': 1.0.5
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      devlop: 1.1.0
+      mdast-util-from-markdown: 2.0.2
+      mdast-util-to-markdown: 2.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   mdast-util-mdx-jsx@3.1.3:
     dependencies:
       '@types/estree-jsx': 1.0.5
@@ -14911,11 +16349,34 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  mdast-util-mdxjs-esm@2.0.1:
+    dependencies:
+      '@types/estree-jsx': 1.0.5
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      devlop: 1.1.0
+      mdast-util-from-markdown: 2.0.2
+      mdast-util-to-markdown: 2.1.2
+    transitivePeerDependencies:
+      - supports-color
+
   mdast-util-phrasing@4.1.0:
     dependencies:
       '@types/mdast': 4.0.4
       unist-util-is: 6.0.1
 
+  mdast-util-to-hast@13.2.1:
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      '@ungap/structured-clone': 1.3.0
+      devlop: 1.1.0
+      micromark-util-sanitize-uri: 2.0.1
+      trim-lines: 3.0.1
+      unist-util-position: 5.0.0
+      unist-util-visit: 5.1.0
+      vfile: 6.0.3
+
   mdast-util-to-markdown@2.1.2:
     dependencies:
       '@types/mdast': 4.0.4
@@ -14938,6 +16399,8 @@ snapshots:
 
   media-typer@0.3.0: {}
 
+  media-typer@1.1.0: {}
+
   memoize-one@6.0.0: {}
 
   meow@12.1.1: {}
@@ -14946,10 +16409,16 @@ snapshots:
 
   merge-descriptors@1.0.3: {}
 
+  merge-descriptors@2.0.0: {}
+
   merge-stream@2.0.0: {}
 
   merge2@1.4.1: {}
 
+  meshline@3.3.1(three@0.183.1):
+    dependencies:
+      three: 0.183.1
+
   meshoptimizer@1.0.1: {}
 
   metaviewport-parser@0.3.0: {}
@@ -14975,6 +16444,64 @@ snapshots:
       micromark-util-symbol: 2.0.1
       micromark-util-types: 2.0.2
 
+  micromark-extension-gfm-autolink-literal@2.1.0:
+    dependencies:
+      micromark-util-character: 2.1.1
+      micromark-util-sanitize-uri: 2.0.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
+  micromark-extension-gfm-footnote@2.1.0:
+    dependencies:
+      devlop: 1.1.0
+      micromark-core-commonmark: 2.0.3
+      micromark-factory-space: 2.0.1
+      micromark-util-character: 2.1.1
+      micromark-util-normalize-identifier: 2.0.1
+      micromark-util-sanitize-uri: 2.0.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
+  micromark-extension-gfm-strikethrough@2.1.0:
+    dependencies:
+      devlop: 1.1.0
+      micromark-util-chunked: 2.0.1
+      micromark-util-classify-character: 2.0.1
+      micromark-util-resolve-all: 2.0.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
+  micromark-extension-gfm-table@2.1.1:
+    dependencies:
+      devlop: 1.1.0
+      micromark-factory-space: 2.0.1
+      micromark-util-character: 2.1.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
+  micromark-extension-gfm-tagfilter@2.0.0:
+    dependencies:
+      micromark-util-types: 2.0.2
+
+  micromark-extension-gfm-task-list-item@2.1.0:
+    dependencies:
+      devlop: 1.1.0
+      micromark-factory-space: 2.0.1
+      micromark-util-character: 2.1.1
+      micromark-util-symbol: 2.0.1
+      micromark-util-types: 2.0.2
+
+  micromark-extension-gfm@3.0.0:
+    dependencies:
+      micromark-extension-gfm-autolink-literal: 2.1.0
+      micromark-extension-gfm-footnote: 2.1.0
+      micromark-extension-gfm-strikethrough: 2.1.0
+      micromark-extension-gfm-table: 2.1.1
+      micromark-extension-gfm-tagfilter: 2.0.0
+      micromark-extension-gfm-task-list-item: 2.1.0
+      micromark-util-combine-extensions: 2.0.1
+      micromark-util-types: 2.0.2
+
   micromark-extension-mdx-jsx@3.0.1:
     dependencies:
       '@types/acorn': 4.0.6
@@ -15280,6 +16807,8 @@ snapshots:
 
   node-addon-api@7.1.1: {}
 
+  node-domexception@1.0.0: {}
+
   node-exports-info@1.6.0:
     dependencies:
       array.prototype.flatmap: 1.3.3
@@ -15411,6 +16940,21 @@ snapshots:
       is-docker: 2.2.1
       is-wsl: 2.2.0
 
+  openai@4.104.0(ws@8.19.0)(zod@3.25.76):
+    dependencies:
+      '@types/node': 18.19.130
+      '@types/node-fetch': 2.6.13
+      abort-controller: 3.0.0
+      agentkeepalive: 4.6.0
+      form-data-encoder: 1.7.2
+      formdata-node: 4.4.1
+      node-fetch: 2.7.0
+    optionalDependencies:
+      ws: 8.19.0
+      zod: 3.25.76
+    transitivePeerDependencies:
+      - encoding
+
   opener@1.5.2: {}
 
   optionator@0.9.4:
@@ -15608,6 +17152,8 @@ snapshots:
 
   path-to-regexp@6.3.0: {}
 
+  path-to-regexp@8.3.0: {}
+
   path-type@4.0.0: {}
 
   pathe@2.0.3: {}
@@ -15662,6 +17208,15 @@ snapshots:
       pako: 1.0.11
       tslib: 1.14.1
 
+  pdf-parse@2.4.5:
+    dependencies:
+      '@napi-rs/canvas': 0.1.80
+      pdfjs-dist: 5.4.296
+
+  pdfjs-dist@5.4.296:
+    optionalDependencies:
+      '@napi-rs/canvas': 0.1.80
+
   pdfkit@0.17.2:
     dependencies:
       crypto-js: 4.2.0
@@ -15809,6 +17364,8 @@ snapshots:
       sonic-boom: 4.2.0
       thread-stream: 3.1.0
 
+  pkce-challenge@5.0.1: {}
+
   pkg-types@2.3.0:
     dependencies:
       confbox: 0.2.4
@@ -15861,6 +17418,8 @@ snapshots:
 
   postgres-range@1.1.4: {}
 
+  potpack@1.0.2: {}
+
   prelude-ls@1.2.1: {}
 
   prepend-http@3.0.1: {}
@@ -15875,8 +17434,16 @@ snapshots:
 
   process-warning@5.0.0: {}
 
+  process@0.11.10:
+    optional: true
+
   progress@2.0.3: {}
 
+  promise-worker-transferable@1.0.4:
+    dependencies:
+      is-promise: 2.2.2
+      lie: 3.1.1
+
   prompts@2.4.2:
     dependencies:
       kleur: 3.0.3
@@ -15888,6 +17455,8 @@ snapshots:
       object-assign: 4.1.1
       react-is: 16.13.1
 
+  property-information@7.1.0: {}
+
   proto-list@1.2.4: {}
 
   protocolify@3.0.0:
@@ -16004,6 +17573,13 @@ snapshots:
       iconv-lite: 0.4.24
       unpipe: 1.0.0
 
+  raw-body@3.0.2:
+    dependencies:
+      bytes: 3.1.2
+      http-errors: 2.0.1
+      iconv-lite: 0.7.2
+      unpipe: 1.0.0
+
   react-datepicker@7.6.0(react-dom@19.2.4(react@19.2.4))(react@19.2.4):
     dependencies:
       '@floating-ui/react': 0.27.18(react-dom@19.2.4(react@19.2.4))(react@19.2.4)
@@ -16075,6 +17651,24 @@ snapshots:
       react: 19.2.4
       react-dom: 19.2.4(react@19.2.4)
 
+  react-markdown@10.1.0(@types/react@19.2.13)(react@19.2.4):
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      '@types/react': 19.2.13
+      devlop: 1.1.0
+      hast-util-to-jsx-runtime: 2.3.6
+      html-url-attributes: 3.0.1
+      mdast-util-to-hast: 13.2.1
+      react: 19.2.4
+      remark-parse: 11.0.0
+      remark-rehype: 11.1.2
+      unified: 11.0.5
+      unist-util-visit: 5.1.0
+      vfile: 6.0.3
+    transitivePeerDependencies:
+      - supports-color
+
   react-promise-suspense@0.3.4:
     dependencies:
       fast-deep-equal: 2.0.1
@@ -16116,8 +17710,23 @@ snapshots:
       react: 19.2.4
       react-dom: 19.2.4(react@19.2.4)
 
+  react-use-measure@2.1.7(react-dom@19.2.4(react@19.2.4))(react@19.2.4):
+    dependencies:
+      react: 19.2.4
+    optionalDependencies:
+      react-dom: 19.2.4(react@19.2.4)
+
   react@19.2.4: {}
 
+  readable-stream@4.7.0:
+    dependencies:
+      abort-controller: 3.0.0
+      buffer: 6.0.3
+      events: 3.3.0
+      process: 0.11.10
+      string_decoder: 1.3.0
+    optional: true
+
   readdirp@3.6.0:
     dependencies:
       picomatch: 2.3.1
@@ -16146,6 +17755,12 @@ snapshots:
       - '@types/react'
       - redux
 
+  redis-errors@1.2.0: {}
+
+  redis-parser@3.0.0:
+    dependencies:
+      redis-errors: 1.2.0
+
   redux-thunk@3.1.0(redux@5.0.1):
     dependencies:
       redux: 5.0.1
@@ -16172,6 +17787,50 @@ snapshots:
       gopd: 1.2.0
       set-function-name: 2.0.2
 
+  rehype-raw@7.0.0:
+    dependencies:
+      '@types/hast': 3.0.4
+      hast-util-raw: 9.1.0
+      vfile: 6.0.3
+
+  remark-gfm@4.0.1:
+    dependencies:
+      '@types/mdast': 4.0.4
+      mdast-util-gfm: 3.1.0
+      micromark-extension-gfm: 3.0.0
+      remark-parse: 11.0.0
+      remark-stringify: 11.0.0
+      unified: 11.0.5
+    transitivePeerDependencies:
+      - supports-color
+
+  remark-parse@11.0.0:
+    dependencies:
+      '@types/mdast': 4.0.4
+      mdast-util-from-markdown: 2.0.2
+      micromark-util-types: 2.0.2
+      unified: 11.0.5
+    transitivePeerDependencies:
+      - supports-color
+
+  remark-rehype@11.1.2:
+    dependencies:
+      '@types/hast': 3.0.4
+      '@types/mdast': 4.0.4
+      mdast-util-to-hast: 13.2.1
+      unified: 11.0.5
+      vfile: 6.0.3
+
+  remark-stringify@11.0.0:
+    dependencies:
+      '@types/mdast': 4.0.4
+      mdast-util-to-markdown: 2.1.2
+      unified: 11.0.5
+
+  replicate@1.4.0:
+    optionalDependencies:
+      readable-stream: 4.7.0
+
   require-directory@2.1.1: {}
 
   require-from-string@2.0.2: {}
@@ -16272,6 +17931,16 @@ snapshots:
       '@rollup/rollup-win32-x64-msvc': 4.59.0
       fsevents: 2.3.3
 
+  router@2.2.0:
+    dependencies:
+      debug: 4.4.3
+      depd: 2.0.0
+      is-promise: 4.0.0
+      parseurl: 1.3.3
+      path-to-regexp: 8.3.0
+    transitivePeerDependencies:
+      - supports-color
+
   run-async@2.4.1: {}
 
   run-parallel@1.2.0:
@@ -16383,6 +18052,22 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  send@1.2.1:
+    dependencies:
+      debug: 4.4.3
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      etag: 1.8.1
+      fresh: 2.0.0
+      http-errors: 2.0.1
+      mime-types: 3.0.2
+      ms: 2.1.3
+      on-finished: 2.4.1
+      range-parser: 1.2.1
+      statuses: 2.0.2
+    transitivePeerDependencies:
+      - supports-color
+
   serialize-javascript@6.0.2:
     dependencies:
       randombytes: 2.1.0
@@ -16396,6 +18081,15 @@ snapshots:
     transitivePeerDependencies:
       - supports-color
 
+  serve-static@2.2.1:
+    dependencies:
+      encodeurl: 2.0.0
+      escape-html: 1.0.3
+      parseurl: 1.3.3
+      send: 1.2.1
+    transitivePeerDependencies:
+      - supports-color
+
   set-blocking@2.0.0: {}
 
   set-function-length@1.2.2:
@@ -16585,6 +18279,8 @@ snapshots:
 
   source-map@0.6.1: {}
 
+  space-separated-tokens@2.0.2: {}
+
   speedline-core@1.4.3:
     dependencies:
       '@types/node': 22.19.10
@@ -16607,6 +18303,8 @@ snapshots:
     dependencies:
       type-fest: 0.7.1
 
+  standard-as-callback@2.1.0: {}
+
   start-server-and-test@2.1.3:
     dependencies:
       arg: 5.0.2
@@ -16622,6 +18320,13 @@ snapshots:
 
   state-local@1.0.7: {}
 
+  stats-gl@2.4.2(@types/three@0.183.1)(three@0.183.1):
+    dependencies:
+      '@types/three': 0.183.1
+      three: 0.183.1
+
+  stats.js@0.17.0: {}
+
   statuses@2.0.2: {}
 
   std-env@3.10.0: {}
@@ -16774,6 +18479,14 @@ snapshots:
 
   stubborn-utils@1.0.2: {}
 
+  style-to-js@1.1.21:
+    dependencies:
+      style-to-object: 1.0.14
+
+  style-to-object@1.0.14:
+    dependencies:
+      inline-style-parser: 0.2.7
+
   styled-jsx@5.1.6(@babel/core@7.29.0)(react@19.2.4):
     dependencies:
       client-only: 0.0.1
@@ -16797,12 +18510,22 @@ snapshots:
 
   supports-preserve-symlinks-flag@1.0.0: {}
 
+  suspend-react@0.1.3(react@19.2.4):
+    dependencies:
+      react: 19.2.4
+
   svg-arc-to-cubic-bezier@3.2.0: {}
 
   svg-to-pdfkit@0.1.8:
     dependencies:
       pdfkit: 0.17.2
 
+  swr@2.4.1(react@19.2.4):
+    dependencies:
+      dequal: 2.0.3
+      react: 19.2.4
+      use-sync-external-store: 1.6.0(react@19.2.4)
+
   symbol-tree@3.2.4: {}
 
   tabbable@6.4.0: {}
@@ -16878,6 +18601,24 @@ snapshots:
     dependencies:
       real-require: 0.2.0
 
+  three-mesh-bvh@0.8.3(three@0.183.1):
+    dependencies:
+      three: 0.183.1
+
+  three-stdlib@2.36.1(three@0.183.1):
+    dependencies:
+      '@types/draco3d': 1.4.10
+      '@types/offscreencanvas': 2019.7.3
+      '@types/webxr': 0.5.24
+      draco3d: 1.5.7
+      fflate: 0.6.10
+      potpack: 1.0.2
+      three: 0.183.1
+
+  three@0.183.1: {}
+
+  throttleit@2.1.0: {}
+
   through@2.3.8: {}
 
   tiny-inflate@1.0.3: {}
@@ -16951,6 +18692,24 @@ snapshots:
 
   tree-kill@1.2.2: {}
 
+  trim-lines@3.0.1: {}
+
+  troika-three-text@0.52.4(three@0.183.1):
+    dependencies:
+      bidi-js: 1.0.3
+      three: 0.183.1
+      troika-three-utils: 0.52.4(three@0.183.1)
+      troika-worker-utils: 0.52.0
+      webgl-sdf-generator: 1.1.1
+
+  troika-three-utils@0.52.4(three@0.183.1):
+    dependencies:
+      three: 0.183.1
+
+  troika-worker-utils@0.52.0: {}
+
+  trough@2.2.0: {}
+
   truncate-utf8-bytes@1.0.2:
     dependencies:
       utf8-byte-length: 1.0.5
@@ -16989,6 +18748,14 @@ snapshots:
     optionalDependencies:
       fsevents: 2.3.3
 
+  tunnel-rat@0.1.2(@types/react@19.2.13)(immer@11.1.4)(react@19.2.4):
+    dependencies:
+      zustand: 4.5.7(@types/react@19.2.13)(immer@11.1.4)(react@19.2.4)
+    transitivePeerDependencies:
+      - '@types/react'
+      - immer
+      - react
+
   turbo-darwin-64@2.8.10:
     optional: true
 
@@ -17031,6 +18798,12 @@ snapshots:
       media-typer: 0.3.0
       mime-types: 2.1.35
 
+  type-is@2.0.1:
+    dependencies:
+      content-type: 1.0.5
+      media-typer: 1.1.0
+      mime-types: 3.0.2
+
   typed-array-buffer@1.0.3:
     dependencies:
       call-bound: 1.0.4
@@ -17092,6 +18865,8 @@ snapshots:
       has-symbols: 1.1.0
       which-boxed-primitive: 1.1.1
 
+  undici-types@5.26.5: {}
+
   undici-types@6.21.0: {}
 
   undici@6.23.0: {}
@@ -17110,6 +18885,16 @@ snapshots:
       pako: 0.2.9
       tiny-inflate: 1.0.3
 
+  unified@11.0.5:
+    dependencies:
+      '@types/unist': 3.0.3
+      bail: 2.0.2
+      devlop: 1.1.0
+      extend: 3.0.2
+      is-plain-obj: 4.1.0
+      trough: 2.2.0
+      vfile: 6.0.3
+
   unique-string@2.0.0:
     dependencies:
       crypto-random-string: 2.0.0
@@ -17122,6 +18907,10 @@ snapshots:
     dependencies:
       '@types/unist': 3.0.3
 
+  unist-util-position@5.0.0:
+    dependencies:
+      '@types/unist': 3.0.3
+
   unist-util-stringify-position@4.0.0:
     dependencies:
       '@types/unist': 3.0.3
@@ -17207,6 +18996,8 @@ snapshots:
 
   util-deprecate@1.0.2: {}
 
+  utility-types@3.11.0: {}
+
   utils-merge@1.0.1: {}
 
   utrie@1.0.2:
@@ -17223,11 +19014,21 @@ snapshots:
 
   vary@1.1.2: {}
 
+  vfile-location@5.0.3:
+    dependencies:
+      '@types/unist': 3.0.3
+      vfile: 6.0.3
+
   vfile-message@4.0.3:
     dependencies:
       '@types/unist': 3.0.3
       unist-util-stringify-position: 4.0.0
 
+  vfile@6.0.3:
+    dependencies:
+      '@types/unist': 3.0.3
+      vfile-message: 4.0.3
+
   victory-vendor@37.3.6:
     dependencies:
       '@types/d3-array': 3.2.2
@@ -17335,8 +19136,16 @@ snapshots:
       glob-to-regexp: 0.4.1
       graceful-fs: 4.2.11
 
+  web-namespaces@2.0.1: {}
+
+  web-streams-polyfill@4.0.0-beta.3: {}
+
   webdriver-bidi-protocol@0.4.1: {}
 
+  webgl-constants@1.1.1: {}
+
+  webgl-sdf-generator@1.1.1: {}
+
   webidl-conversions@3.0.1: {}
 
   webidl-conversions@8.0.1: {}
@@ -17591,10 +19400,29 @@ snapshots:
 
   yoga-layout@3.2.1: {}
 
+  zod-to-json-schema@3.25.1(zod@3.25.76):
+    dependencies:
+      zod: 3.25.76
+
   zod-validation-error@4.0.2(zod@3.25.76):
     dependencies:
       zod: 3.25.76
 
   zod@3.25.76: {}
 
+  zustand@4.5.7(@types/react@19.2.13)(immer@11.1.4)(react@19.2.4):
+    dependencies:
+      use-sync-external-store: 1.6.0(react@19.2.4)
+    optionalDependencies:
+      '@types/react': 19.2.13
+      immer: 11.1.4
+      react: 19.2.4
+
+  zustand@5.0.11(@types/react@19.2.13)(immer@11.1.4)(react@19.2.4)(use-sync-external-store@1.6.0(react@19.2.4)):
+    optionalDependencies:
+      '@types/react': 19.2.13
+      immer: 11.1.4
+      react: 19.2.4
+      use-sync-external-store: 1.6.0(react@19.2.4)
+
   zwitch@2.0.4: {}
diff --git a/scripts/qdrant-sync.sh b/scripts/qdrant-sync.sh
new file mode 100755
index 00000000..21f37840
--- /dev/null
+++ b/scripts/qdrant-sync.sh
@@ -0,0 +1,132 @@
+#!/usr/bin/env bash
+# ────────────────────────────────────────────────────────────────────────────
+# Qdrant Snapshot Sync Tool
+# Syncs a Qdrant collection from the local machine to a remote environment
+# using the safe Snapshot API to avoid RocksDB corruption.
+# ────────────────────────────────────────────────────────────────────────────
+set -euo pipefail
+
+# Load environment variables
+if [ -f .env ]; then
+  set -a; source .env; set +a
+fi
+
+# ── Configuration ──────────────────────────────────────────────────────────
+TARGET_ENV="${1:-}"        # testing | staging | branch_slug | prod
+COLLECTION="${2:-kabelfachmann}"
+SSH_HOST="root@alpha.mintel.me"
+
+if [[ -z "$TARGET_ENV" ]]; then
+  echo "Usage: pnpm run qdrant:push <target_env> [collection]"
+  echo "Example: pnpm run qdrant:push testing kabelfachmann"
+  echo "Example: pnpm run qdrant:push mein-feature-slug kabelfachmann"
+  exit 1
+fi
+
+LOCAL_QDRANT_URL=${QDRANT_URL:-"http://localhost:6337"}
+TIMEOUT=300 # 5 minutes for large snapshots
+
+get_target_path() {
+  case "$1" in
+    testing) echo "/home/deploy/sites/testing.klz-cables.com" ;;
+    staging) echo "/home/deploy/sites/staging.klz-cables.com" ;;
+    prod|production) echo "/home/deploy/sites/klz-cables.com" ;;
+    *) echo "/home/deploy/sites/branch.klz-cables.com/$1" ;;
+  esac
+}
+
+get_project_name() {
+  case "$1" in
+    testing) echo "klz-testing" ;;
+    staging) echo "klz-staging" ;;
+    prod|production) echo "klz-cablescom" ;;
+    *) echo "klz-branch-$1" ;;
+  esac
+}
+
+TGT_PATH=$(get_target_path "$TARGET_ENV")
+PROJECT_NAME=$(get_project_name "$TARGET_ENV")
+QDRANT_CONTAINER="${PROJECT_NAME}-klz-qdrant-1"
+WORK_DIR=$(mktemp -d)
+
+echo "🚀 Syncing Qdrant Collection '$COLLECTION' to: $TARGET_ENV"
+
+# 1. Create Snapshot Locally
+echo "📸 1/5 Creating snapshot on local Qdrant ($LOCAL_QDRANT_URL)..."
+SNAPSHOT_INFO=$(curl --max-time $TIMEOUT -s -X POST "$LOCAL_QDRANT_URL/collections/$COLLECTION/snapshots")
+
+if ! echo "$SNAPSHOT_INFO" | grep -q '"status":"ok"'; then
+  echo "❌ Failed to create snapshot."
+  echo "Response: $SNAPSHOT_INFO"
+  exit 1
+fi
+
+SNAPSHOT_NAME=$(echo "$SNAPSHOT_INFO" | grep -o '"name":"[^"]*' | cut -d'"' -f4)
+echo "   ✅ Snapshot created: $SNAPSHOT_NAME"
+
+# 2. Download Snapshot
+echo "⬇️  2/5 Downloading snapshot..."
+curl --max-time $TIMEOUT -s -o "$WORK_DIR/$SNAPSHOT_NAME" "$LOCAL_QDRANT_URL/collections/$COLLECTION/snapshots/$SNAPSHOT_NAME"
+echo "   ✅ Downloaded to $WORK_DIR/$SNAPSHOT_NAME"
+
+# 3. Compress and Transfer Snapshot
+echo "📦 3/6 Compressing snapshot to save bandwidth..."
+gzip -c "$WORK_DIR/$SNAPSHOT_NAME" > "$WORK_DIR/$SNAPSHOT_NAME.gz"
+echo "   ✅ Compressed $SNAPSHOT_NAME.gz"
+
+echo "📤 4/6 Uploading compressed snapshot to Alpha ($SSH_HOST)..."
+SSH_OPTS="-o ServerAliveInterval=60 -o ServerAliveCountMax=10 -o ConnectTimeout=30"
+ssh $SSH_OPTS "$SSH_HOST" "mkdir -p $TGT_PATH/qdrant_tmp"
+rsync --partial --progress --timeout=600 -e "ssh $SSH_OPTS" \
+  "$WORK_DIR/$SNAPSHOT_NAME.gz" "$SSH_HOST:$TGT_PATH/qdrant_tmp/$SNAPSHOT_NAME.gz"
+echo "   ✅ Upload complete."
+
+# 4. Restore Snapshot on Remote Server
+echo "🔄 5/6 Restoring snapshot on target container ($QDRANT_CONTAINER)..."
+
+# Qdrant restore process:
+# - Extract snapshot on server
+# - Recreate collection (so it is clean)
+# - Download snapshot to container
+# - Recover from snapshot file
+
+ssh $SSH_OPTS "$SSH_HOST" << EOF
+  set -e
+  # Step A: Extract the compressed file
+  echo "   [Remote] Extracting snapshot..."
+  gunzip -f "$TGT_PATH/qdrant_tmp/$SNAPSHOT_NAME.gz"
+
+  # Step B: Copy file into the container
+  docker cp "$TGT_PATH/qdrant_tmp/$SNAPSHOT_NAME" $QDRANT_CONTAINER:/qdrant/$SNAPSHOT_NAME
+
+  # Step C: Delete existing collection
+  curl -s -X DELETE "http://127.0.0.1:6333/collections/$COLLECTION" > /dev/null
+
+  # Step D: Re-create empty collection (required before recovery)
+  # wir nutzen die standard vector config vom Kabelfachmann (Cosine, 384 dim für all-MiniLM-L6-v2)
+  curl -s -X PUT "http://127.0.0.1:6333/collections/$COLLECTION" \
+    -H 'Content-Type: application/json' \
+    -d '{ "vectors": { "size": 384, "distance": "Cosine" } }' > /dev/null
+
+  # Step E: Recover
+  echo "   [Remote] Triggering recover API..."
+  curl -s -X PUT "http://127.0.0.1:6333/collections/$COLLECTION/snapshots/recover" \
+    -H 'Content-Type: application/json' \
+    -d '{ "location": "file:///qdrant/'$SNAPSHOT_NAME'" }' > /dev/null
+
+  # Step F: Cleanup
+  docker exec $QDRANT_CONTAINER rm /qdrant/$SNAPSHOT_NAME
+  rm -rf "$TGT_PATH/qdrant_tmp"
+EOF
+
+echo "   ✅ Restore complete."
+
+# 5. Local Cleanup
+echo "🧹 6/6 Cleaning up..."
+rm -rf "$WORK_DIR"
+# Delete snapshot from local Qdrant server to save space
+curl -s -X DELETE "$LOCAL_QDRANT_URL/collections/$COLLECTION/snapshots/$SNAPSHOT_NAME" > /dev/null
+echo "   ✅ Local cleanup done."
+
+echo ""
+echo "🎉 Successfully synced Qdrant collection '$COLLECTION' to $TARGET_ENV!"
diff --git a/src/lib/qdrant.ts b/src/lib/qdrant.ts
new file mode 100644
index 00000000..c477e920
--- /dev/null
+++ b/src/lib/qdrant.ts
@@ -0,0 +1,195 @@
+import { QdrantClient } from '@qdrant/js-client-rest';
+import redis from './redis';
+
+const isDockerContainer =
+  process.env.IS_DOCKER === 'true' || process.env.HOSTNAME?.includes('klz-app');
+const qdrantUrl =
+  process.env.QDRANT_URL ||
+  (isDockerContainer ? 'http://klz-qdrant:6333' : 'http://localhost:6333');
+const qdrantApiKey = process.env.QDRANT_API_KEY || '';
+
+export const qdrant = new QdrantClient({
+  url: qdrantUrl,
+  apiKey: qdrantApiKey || undefined,
+  // Disable qdrant client's own version check to avoid the warning spam
+  checkCompatibility: false,
+});
+
+export const COLLECTION_NAME = 'klz_products';
+export const VECTOR_SIZE = 1024; // Mistral mistral-embed
+
+// Cache TTLs
+const EMBEDDING_CACHE_TTL = 60 * 60 * 24; // 24h — embeddings are deterministic
+const SEARCH_CACHE_TTL = 60 * 30; // 30 min — product data could change
+
+// Track collection existence in-memory (don't re-check every request)
+let collectionVerified = false;
+
+/**
+ * Ensure the collection exists in Qdrant (only checks once per process lifetime).
+ */
+export async function ensureCollection() {
+  if (collectionVerified) return;
+
+  try {
+    const collections = await qdrant.getCollections();
+    const exists = collections.collections.some((c) => c.name === COLLECTION_NAME);
+    if (!exists) {
+      await qdrant.createCollection(COLLECTION_NAME, {
+        vectors: {
+          size: VECTOR_SIZE,
+          distance: 'Cosine',
+        },
+      });
+      console.log(`Successfully created Qdrant collection: ${COLLECTION_NAME}`);
+    }
+    collectionVerified = true;
+  } catch (error) {
+    console.error('Error ensuring Qdrant collection:', error);
+  }
+}
+
+/**
+ * Hash text for cache key
+ */
+function hashKey(text: string): string {
+  const { createHash } = require('crypto');
+  return createHash('sha256').update(text).digest('hex').slice(0, 32);
+}
+
+/**
+ * Generate embedding using Mistral API (EU/DSGVO-compliant)
+ */
+export async function generateEmbedding(text: string): Promise<number[]> {
+  const cacheKey = `emb:${hashKey(text.toLowerCase().trim())}`;
+
+  // Try Redis cache first
+  try {
+    const cached = await redis.get(cacheKey);
+    if (cached) {
+      return JSON.parse(cached);
+    }
+  } catch {
+    // Redis down — proceed without cache
+  }
+
+  const mistralKey = process.env.MISTRAL_API_KEY;
+  if (!mistralKey) {
+    throw new Error('MISTRAL_API_KEY is not set');
+  }
+
+  const response = await fetch('https://api.mistral.ai/v1/embeddings', {
+    method: 'POST',
+    headers: {
+      Authorization: `Bearer ${mistralKey}`,
+      'Content-Type': 'application/json',
+    },
+    body: JSON.stringify({
+      model: 'mistral-embed',
+      input: [text],
+    }),
+  });
+
+  if (!response.ok) {
+    const errorBody = await response.text();
+    throw new Error(
+      `Failed to generate embedding: ${response.status} ${response.statusText} ${errorBody}`,
+    );
+  }
+
+  const data = await response.json();
+  const embedding = data.data[0].embedding;
+
+  // Cache the embedding in Redis
+  try {
+    await redis.set(cacheKey, JSON.stringify(embedding), 'EX', EMBEDDING_CACHE_TTL);
+  } catch {
+    // Redis down — proceed without caching
+  }
+
+  return embedding;
+}
+
+/**
+ * Upsert a product into Qdrant
+ */
+export async function upsertProductVector(
+  id: string | number,
+  text: string,
+  payload: Record<string, any>,
+) {
+  try {
+    await ensureCollection();
+    const vector = await generateEmbedding(text);
+
+    await qdrant.upsert(COLLECTION_NAME, {
+      wait: true,
+      points: [
+        {
+          id: id,
+          vector,
+          payload,
+        },
+      ],
+    });
+  } catch (error) {
+    console.error('Error writing to Qdrant:', error);
+  }
+}
+
+/**
+ * Delete a product from Qdrant
+ */
+export async function deleteProductVector(id: string | number) {
+  try {
+    await ensureCollection();
+    await qdrant.delete(COLLECTION_NAME, {
+      wait: true,
+      points: [id] as [string | number],
+    });
+  } catch (error) {
+    console.error('Error deleting from Qdrant:', error);
+  }
+}
+
+/**
+ * Search products in Qdrant.
+ * Results are cached in Redis for 30 minutes keyed by query text.
+ */
+export async function searchProducts(query: string, limit = 5) {
+  const cacheKey = `search:${hashKey(query.toLowerCase().trim())}:${limit}`;
+
+  // Try Redis cache first
+  try {
+    const cached = await redis.get(cacheKey);
+    if (cached) {
+      console.log(`[Qdrant] Cache HIT for query: "${query.substring(0, 50)}"`);
+      return JSON.parse(cached);
+    }
+  } catch {
+    // Redis down — proceed without cache
+  }
+
+  try {
+    await ensureCollection();
+    const vector = await generateEmbedding(query);
+
+    const results = await qdrant.search(COLLECTION_NAME, {
+      vector,
+      limit,
+      with_payload: true,
+    });
+
+    // Cache results in Redis
+    try {
+      await redis.set(cacheKey, JSON.stringify(results), 'EX', SEARCH_CACHE_TTL);
+    } catch {
+      // Redis down — proceed without caching
+    }
+
+    return results;
+  } catch (error) {
+    console.error('Error searching in Qdrant:', error);
+    return [];
+  }
+}
diff --git a/src/lib/redis.ts b/src/lib/redis.ts
new file mode 100644
index 00000000..93b6cd0d
--- /dev/null
+++ b/src/lib/redis.ts
@@ -0,0 +1,22 @@
+import Redis from 'ioredis';
+
+const isDockerContainer =
+  process.env.IS_DOCKER === 'true' || process.env.HOSTNAME?.includes('klz-app');
+const redisUrl =
+  process.env.REDIS_URL ||
+  (isDockerContainer ? 'redis://klz-redis:6379' : 'redis://localhost:6379');
+
+// Only create a single instance in Node.js
+const globalForRedis = global as unknown as { redis: Redis };
+
+export const redis =
+  globalForRedis.redis ||
+  new Redis(redisUrl, {
+    maxRetriesPerRequest: 3,
+  });
+
+if (process.env.NODE_ENV !== 'production') {
+  globalForRedis.redis = redis;
+}
+
+export default redis;
diff --git a/src/migrations/20260225_175000_native_localization.ts b/src/migrations/20260225_175000_native_localization.ts
index 20d81a09..a5ba9dd5 100644
--- a/src/migrations/20260225_175000_native_localization.ts
+++ b/src/migrations/20260225_175000_native_localization.ts
@@ -55,10 +55,29 @@ export async function up({ db }: MigrateUpArgs): Promise<void> {
       CREATE TYPE "public"."enum__products_v_version_status" AS ENUM('draft', 'published');
     EXCEPTION WHEN duplicate_object THEN null; END $$
   `);
+  await db.execute(sql`
+    DO $$ BEGIN
+      CREATE TYPE "public"."enum_pages_status" AS ENUM('draft', 'published');
+    EXCEPTION WHEN duplicate_object THEN null; END $$
+  `);
+  await db.execute(sql`
+    DO $$ BEGIN
+      CREATE TYPE "public"."enum_posts_status" AS ENUM('draft', 'published');
+    EXCEPTION WHEN duplicate_object THEN null; END $$
+  `);
+  await db.execute(sql`
+    DO $$ BEGIN
+      CREATE TYPE "public"."enum_products_status" AS ENUM('draft', 'published');
+    EXCEPTION WHEN duplicate_object THEN null; END $$
+  `);
 
   // ── 2. Alter pages table ─────────────────────────────────────────────────────
-  await db.execute(sql`ALTER TABLE "pages" ADD COLUMN IF NOT EXISTS "layout" "enum_pages_layout" DEFAULT 'default'`);
-  await db.execute(sql`ALTER TABLE "pages" ADD COLUMN IF NOT EXISTS "_status" "enum_pages_status" DEFAULT 'draft'`);
+  await db.execute(
+    sql`ALTER TABLE "pages" ADD COLUMN IF NOT EXISTS "layout" "enum_pages_layout" DEFAULT 'default'`,
+  );
+  await db.execute(
+    sql`ALTER TABLE "pages" ADD COLUMN IF NOT EXISTS "_status" "enum_pages_status" DEFAULT 'draft'`,
+  );
 
   // ── 3. Create pages_locales join table ───────────────────────────────────────
   await db.execute(sql`
@@ -202,9 +221,63 @@ export async function up({ db }: MigrateUpArgs): Promise<void> {
   await db.execute(sql`ALTER TABLE "products" DROP COLUMN IF EXISTS "locale"`);
 
   // ── 12. Version tables (_posts_v, _products_v, _pages_v) locale columns ──────
-  await db.execute(sql`ALTER TABLE "_posts_v" ADD COLUMN IF NOT EXISTS "published_locale" "enum__posts_v_published_locale"`);
-  await db.execute(sql`ALTER TABLE "_products_v" ADD COLUMN IF NOT EXISTS "published_locale" "enum__products_v_published_locale"`);
-  await db.execute(sql`ALTER TABLE "_pages_v" ADD COLUMN IF NOT EXISTS "published_locale" "enum__pages_v_published_locale"`);
+  await db.execute(sql`
+    CREATE TABLE IF NOT EXISTS "_posts_v" (
+      "id" serial PRIMARY KEY NOT NULL,
+      "parent_id" integer,
+      "version_title" varchar,
+      "version_slug" varchar,
+      "version_excerpt" varchar,
+      "version_content" jsonb,
+      "version_updated_at" timestamp(3) with time zone,
+      "version_created_at" timestamp(3) with time zone,
+      "version__status" "enum__posts_v_version_status" DEFAULT 'draft',
+      "created_at" timestamp(3) with time zone DEFAULT now() NOT NULL,
+      "updated_at" timestamp(3) with time zone DEFAULT now() NOT NULL,
+      "latest" boolean
+    )
+  `);
+  await db.execute(sql`
+    CREATE TABLE IF NOT EXISTS "_products_v" (
+      "id" serial PRIMARY KEY NOT NULL,
+      "parent_id" integer,
+      "version_title" varchar,
+      "version_description" varchar,
+      "version_content" jsonb,
+      "version_updated_at" timestamp(3) with time zone,
+      "version_created_at" timestamp(3) with time zone,
+      "version__status" "enum__products_v_version_status" DEFAULT 'draft',
+      "created_at" timestamp(3) with time zone DEFAULT now() NOT NULL,
+      "updated_at" timestamp(3) with time zone DEFAULT now() NOT NULL,
+      "latest" boolean
+    )
+  `);
+  await db.execute(sql`
+    CREATE TABLE IF NOT EXISTS "_pages_v" (
+      "id" serial PRIMARY KEY NOT NULL,
+      "parent_id" integer,
+      "version_title" varchar,
+      "version_slug" varchar,
+      "version_excerpt" varchar,
+      "version_content" jsonb,
+      "version_updated_at" timestamp(3) with time zone,
+      "version_created_at" timestamp(3) with time zone,
+      "version__status" "enum__pages_v_version_status" DEFAULT 'draft',
+      "created_at" timestamp(3) with time zone DEFAULT now() NOT NULL,
+      "updated_at" timestamp(3) with time zone DEFAULT now() NOT NULL,
+      "latest" boolean
+    )
+  `);
+
+  await db.execute(
+    sql`ALTER TABLE "_posts_v" ADD COLUMN IF NOT EXISTS "published_locale" "enum__posts_v_published_locale"`,
+  );
+  await db.execute(
+    sql`ALTER TABLE "_products_v" ADD COLUMN IF NOT EXISTS "published_locale" "enum__products_v_published_locale"`,
+  );
+  await db.execute(
+    sql`ALTER TABLE "_pages_v" ADD COLUMN IF NOT EXISTS "published_locale" "enum__pages_v_published_locale"`,
+  );
 
   // ── 13. Create _posts_v_locales ──────────────────────────────────────────────
   await db.execute(sql`
diff --git a/src/payload/collections/Pages.ts b/src/payload/collections/Pages.ts
index 517ce61f..03de368f 100644
--- a/src/payload/collections/Pages.ts
+++ b/src/payload/collections/Pages.ts
@@ -26,6 +26,66 @@ export const Pages: CollectionConfig = {
       };
     },
   },
+  hooks: {
+    afterChange: [
+      async ({ doc, req }) => {
+        // Run index sync asynchronously to not block the CMS save operation
+        setTimeout(async () => {
+          try {
+            const { upsertProductVector, deleteProductVector } = await import('../../lib/qdrant');
+
+            // Check if page is published
+            if (doc._status !== 'published') {
+              await deleteProductVector(`page_${doc.id}`);
+              req.payload.logger.info(`Removed drafted page ${doc.slug} from Qdrant`);
+            } else {
+              // Serialize payload
+              const contentText = [
+                `Seite: ${doc.title}`,
+                doc.excerpt ? `Beschreibung: ${doc.excerpt}` : '',
+              ]
+                .filter(Boolean)
+                .join('\n');
+
+              const payload = {
+                type: 'knowledge',
+                content: contentText,
+                data: {
+                  title: doc.title,
+                  slug: doc.slug,
+                },
+              };
+
+              await upsertProductVector(`page_${doc.id}`, contentText, payload);
+              req.payload.logger.info(`Upserted page ${doc.slug} to Qdrant`);
+            }
+          } catch (error) {
+            req.payload.logger.error({
+              msg: 'Error syncing page to Qdrant',
+              err: error,
+              pageId: doc.id,
+            });
+          }
+        }, 0);
+        return doc;
+      },
+    ],
+    afterDelete: [
+      async ({ id, req }) => {
+        try {
+          const { deleteProductVector } = await import('../../lib/qdrant');
+          await deleteProductVector(`page_${id}`);
+          req.payload.logger.info(`Deleted page ${id} from Qdrant`);
+        } catch (error) {
+          req.payload.logger.error({
+            msg: 'Error deleting page from Qdrant',
+            err: error,
+            pageId: id,
+          });
+        }
+      },
+    ],
+  },
   fields: [
     {
       name: 'title',
diff --git a/src/payload/collections/Posts.ts b/src/payload/collections/Posts.ts
index a497b8de..8cbb4c9b 100644
--- a/src/payload/collections/Posts.ts
+++ b/src/payload/collections/Posts.ts
@@ -45,6 +45,67 @@ export const Posts: CollectionConfig = {
       };
     },
   },
+  hooks: {
+    afterChange: [
+      async ({ doc, req }) => {
+        // Run index sync asynchronously to not block the CMS save operation
+        setTimeout(async () => {
+          try {
+            const { upsertProductVector, deleteProductVector } = await import('../../lib/qdrant');
+
+            // Check if post is published
+            if (doc._status !== 'published') {
+              await deleteProductVector(`post_${doc.id}`);
+              req.payload.logger.info(`Removed drafted post ${doc.slug} from Qdrant`);
+            } else {
+              // Serialize payload
+              const contentText = [
+                `Blog-Artikel: ${doc.title}`,
+                doc.excerpt ? `Zusammenfassung: ${doc.excerpt}` : '',
+                doc.category ? `Kategorie: ${doc.category}` : '',
+              ]
+                .filter(Boolean)
+                .join('\n');
+
+              const payload = {
+                type: 'knowledge',
+                content: contentText,
+                data: {
+                  title: doc.title,
+                  slug: doc.slug,
+                },
+              };
+
+              await upsertProductVector(`post_${doc.id}`, contentText, payload);
+              req.payload.logger.info(`Upserted post ${doc.slug} to Qdrant`);
+            }
+          } catch (error) {
+            req.payload.logger.error({
+              msg: 'Error syncing post to Qdrant',
+              err: error,
+              postId: doc.id,
+            });
+          }
+        }, 0);
+        return doc;
+      },
+    ],
+    afterDelete: [
+      async ({ id, req }) => {
+        try {
+          const { deleteProductVector } = await import('../../lib/qdrant');
+          await deleteProductVector(`post_${id}`);
+          req.payload.logger.info(`Deleted post ${id} from Qdrant`);
+        } catch (error) {
+          req.payload.logger.error({
+            msg: 'Error deleting post from Qdrant',
+            err: error,
+            postId: id,
+          });
+        }
+      },
+    ],
+  },
   fields: [
     {
       name: 'title',
diff --git a/src/payload/collections/Products.ts b/src/payload/collections/Products.ts
index 78387f39..0c6dadd3 100644
--- a/src/payload/collections/Products.ts
+++ b/src/payload/collections/Products.ts
@@ -37,6 +37,51 @@ export const Products: CollectionConfig = {
       };
     },
   },
+  hooks: {
+    afterChange: [
+      async ({ doc, req, operation }) => {
+        // Run index sync asynchronously to not block the CMS save operation
+        setTimeout(async () => {
+          try {
+            const { upsertProductVector, deleteProductVector } = await import('../../lib/qdrant');
+
+            // Check if product is published
+            if (doc._status !== 'published') {
+              await deleteProductVector(doc.id);
+              req.payload.logger.info(`Removed drafted product ${doc.sku} from Qdrant`);
+            } else {
+              // Serialize payload
+              const contentText = `${doc.title} - SKU: ${doc.sku}\n${doc.description || ''}`;
+              const payload = {
+                id: doc.id,
+                title: doc.title,
+                sku: doc.sku,
+                slug: doc.slug,
+                description: doc.description,
+                featuredImage: doc.featuredImage, // usually just ID or URL depending on depth
+              };
+              await upsertProductVector(doc.id, contentText, payload);
+              req.payload.logger.info(`Upserted product ${doc.sku} to Qdrant`);
+            }
+          } catch (error) {
+            req.payload.logger.error({ msg: 'Error syncing product to Qdrant', err: error, productId: doc.id });
+          }
+        }, 0);
+        return doc;
+      },
+    ],
+    afterDelete: [
+      async ({ id, req }) => {
+        try {
+          const { deleteProductVector } = await import('../../lib/qdrant');
+          await deleteProductVector(id as string | number);
+          req.payload.logger.info(`Deleted product ${id} from Qdrant`);
+        } catch (error) {
+          req.payload.logger.error({ msg: 'Error deleting product from Qdrant', err: error, productId: id });
+        }
+      },
+    ],
+  },
   fields: [
     {
       name: 'title',
diff --git a/src/scripts/error.png b/src/scripts/error.png
new file mode 100644
index 00000000..f9674c9b
Binary files /dev/null and b/src/scripts/error.png differ
diff --git a/src/scripts/ingest-pdf.ts b/src/scripts/ingest-pdf.ts
new file mode 100644
index 00000000..138a9c07
--- /dev/null
+++ b/src/scripts/ingest-pdf.ts
@@ -0,0 +1,64 @@
+import fs from 'fs';
+import path from 'path';
+import crypto from 'crypto';
+import 'dotenv/config';
+
+// Override Qdrant URL for local script execution outside docker
+process.env.QDRANT_URL = process.env.QDRANT_URL || 'http://localhost:6333';
+
+import { upsertProductVector } from '../lib/qdrant';
+
+// Ingests the extracted Kabelhandbuch text into Qdrant as distinct knowledge topics.
+async function ingestPDF(txtPath: string) {
+  if (!fs.existsSync(txtPath)) {
+    console.error(`File not found: ${txtPath}`);
+    process.exit(1);
+  }
+
+  try {
+    const text = fs.readFileSync(txtPath, 'utf8');
+
+    // Simple sentence/paragraph chunking
+    // We split by standard paragraph breaks (double newline) or large content blocks.
+    const chunks = text
+      .split(/\n\s*\n/)
+      .map((c) => c.trim())
+      .filter((c) => c.length > 50);
+
+    console.log(`Extracted ${text.length} characters from PDF.`);
+    console.log(`Generated ${chunks.length} chunks for vector ingestion.\n`);
+
+    for (let i = 0; i < chunks.length; i++) {
+      // We limit chuck sizes to ensure Openrouter embedding models don't timeout/fail,
+      // stringing multiple paragraphs if they are short, or cutting them if too long.
+      // For baseline, we'll index every chunk individually mapped as 'knowledge' with a unique ID
+
+      const chunkText = chunks[i];
+
+      // Generate a synthetic ID that won't collide with Payload Product IDs
+      // Qdrant strictly requires UUID or unsigned int.
+      const syntheticId = crypto.randomUUID();
+
+      const payloadData = {
+        type: 'knowledge', // Custom flag to differentiate from 'product'
+        title: `Kabelhandbuch Wissen - Bereich ${i + 1}`,
+        content: chunkText,
+        source: 'Kabelhandbuch KLZ.pdf',
+      };
+
+      // Use the existing upsert function since it just embeds the text and stores the payload
+      await upsertProductVector(syntheticId, chunkText, payloadData);
+      console.log(`✅ Upserted chunk ${i + 1}/${chunks.length}`);
+    }
+
+    console.log('🎉 PDF Ingestion Complete!');
+    process.exit(0);
+  } catch (err) {
+    console.error('Failed to parse PDF:', err);
+    process.exit(1);
+  }
+}
+
+// Run mapping
+const targetTxt = '/Users/marcmintel/Downloads/kabelhandbuch.txt';
+ingestPDF(targetTxt);
diff --git a/test-chat2.mjs b/test-chat2.mjs
new file mode 100644
index 00000000..c574cff9
--- /dev/null
+++ b/test-chat2.mjs
@@ -0,0 +1,20 @@
+import fetch from 'node-fetch';
+
+async function test() {
+  const messages = [
+    { role: 'user', content: 'Ich will einen Windpark bauen' }
+  ];
+
+  console.log('Sending message:', messages[0].content);
+
+  const res = await fetch('http://localhost:3000/api/ai-search', {
+    method: 'POST',
+    headers: { 'Content-Type': 'application/json' },
+    body: JSON.stringify({ messages })
+  });
+
+  const data = await res.json();
+  console.log('\nAI Response:', data);
+}
+
+test().catch(console.error);
diff --git a/test-simple.mjs b/test-simple.mjs
new file mode 100644
index 00000000..20a28cf3
--- /dev/null
+++ b/test-simple.mjs
@@ -0,0 +1,16 @@
+import { generateText } from 'ai';
+import { createOpenAI } from '@ai-sdk/openai';
+
+const openrouter = createOpenAI({
+  baseURL: 'https://openrouter.ai/api/v1',
+  apiKey: process.env.OPENROUTER_API_KEY,
+});
+
+async function run() {
+  const { text } = await generateText({
+    model: openrouter('mistralai/mistral-large-2407'),
+    prompt: 'Hello world! Reply in one word.',
+  });
+  console.log('Result:', text);
+}
+run();
diff --git a/turbo.json b/turbo.json
index 1b1f9510..ff0dbc4e 100644
--- a/turbo.json
+++ b/turbo.json
@@ -43,10 +43,6 @@
     "check:spell": {
       "inputs": ["content/**/*.{md,mdx}", "app/**/*.tsx", "components/**/*.tsx", "cspell.json"],
       "outputs": []
-    },
-    "check:mdx": {
-      "inputs": ["content/**/*.{md,mdx}", "scripts/validate-mdx.mjs"],
-      "outputs": []
     }
   }
 }